Pramod K. Varshney

712 papers A* 6A 3B 47C 49Misc 90Journal 417Unranked 90
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Copula-Guided In-Model Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Weiming Li, Xueqian Wang, Gang Li, Baocheng Geng, Pramod K. Varshney
2025 J jnl
A Distributed Multi-Objective Detection Method for Multi-Sensor Systems With Unknown Local SNR.
IEEE Trans. Signal Process.
Chang Gao, Qingfu Zhang, Pramod K. Varshney, Xi Lin, Hongwei Liu
2025 J jnl
Approximating the Lower Bound on the Arithmetic Average-Based Distributed State Estimation.
IEEE Trans. Aerosp. Electron. Syst.
Ye Yuan, Xinyu Liu, Wujun Li, Wei Yi, Pramod K. Varshney
2025 J jnl
Collaborative Trajectory Optimization for Multitarget Tracking in Airborne Radar Network With Missing Data.
IEEE Trans. Signal Process.
Juan Hu, Lei Zuo, Pramod K. Varshney, Zhengyu Lan, Yongchan Gao
2025 — conf
Covert Communication in Distributed Multi-User Wireless Networks using Inter-User Collaboration.
IEEECONF
Nandan Sriranga, Pramod K. Varshney
2025 J jnl
Distributed Detection for Asynchronous Sensors Aided by Location-Doppler Coupling and Track Distribution Modeling.
IEEE Trans. Signal Process.
Fengdeng Gu, Chang Gao, Rongrong Wang, Pramod K. Varshney, Junkun Yan, Hongwei Liu
2025 B conf
Distributed Multiple Testing with False Discovery Rate Control in the Presence of Byzantines.
ISIT
Daofu Zhang, Mehrdad Pournaderi, Yu Xiang, Pramod K. Varshney
2025 J jnl
Distributed Multiple Testing with False Discovery Rate Control in the Presence of Byzantines.
CoRR
Daofu Zhang, Mehrdad Pournaderi, Yu Xiang, Pramod K. Varshney
2025 J jnl
Dynamic Transmit-Receive Beampattern Optimization of Colocated MIMO Radars for Multi-Target Tracking Under Suppression Jamming.
IEEE Trans. Signal Process.
Jun Sun, Wei Yi, Ye Yuan, Pramod K. Varshney
2025 J jnl
Ellipsoidal extended target estimation fusion via Wasserstein barycentric coordinates.
Signal Process.
Hanning Tang, Zhiguo Wang, Xiaojing Shen, Pramod K. Varshney
2025 — conf
Enhancing Spectrum Sensing Through Coupled Hidden Markov Models.
MILCOM
Haodong Yang, Joshua Kortje, Biao Chen, Pramod K. Varshney, Jithin Jagannath, Anu Jagannath
2025 J jnl
Explainable AI for Radar Resource Management: Modified LIME in Deep Reinforcement Learning.
CoRR
Ziyang Lu, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney
2025 J jnl
Joint Cooperative and Non-Cooperative Localization in WSNs with Distributed Scaled Proximal ADMM Algorithms.
CoRR
Qiaojia Zhu, Xiaojing Shen, Haiqi Liu, Pramod K. Varshney
2025 J jnl
Learning-Based Resource Management in Integrated Sensing and Communication Systems.
CoRR
Ziyang Lu, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney
2025 C conf
Linear Sensor Collaboration for Distributed Parameter Estimation in the Presence of Communication Failures.
FUSION
Nandan Sriranga, Arick Grootveld, Pramod K. Varshney
2025 J jnl
Low-resolution compressed sensing and beyond for communications and sensing: Trends and opportunities.
Signal Process.
Geethu Joseph, Venkata Gandikota, Ayush Bhandari, Junil Choi, In-Soo Kim, Gyoseung Lee, Michail Matthaiou, Chandra R. Murthy, Hien Quoc Ngo, Pramod K. Varshney, Thakshila Wimalajeewa, Wei Yi, Ye Yuan, Guoxin Zhang
2025 Misc conf
Multi-Objective Reinforcement Learning for Cognitive Radar Resource Management.
ICASSP
Ziyang Lu, Subodh Kalia, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney
2025 J jnl
Multi-Objective Reinforcement Learning for Cognitive Radar Resource Management.
CoRR
Ziyang Lu, Subodh Kalia, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney
2025 J jnl
On the Adversarial Robustness of Learning-based Conformal Novelty Detection.
CoRR
Daofu Zhang, Mehrdad Pournaderi, Hanne M. Clifford, Yu Xiang, Pramod K. Varshney
2025 J jnl
One-Bit Direct Localization in Wireless Sensor Networks Over Rayleigh Fading Channels.
IEEE J. Sel. Top. Signal Process.
Guoxin Zhang, Wei Yi, Jiajun He, Hien Quoc Ngo, Michail Matthaiou, Pramod K. Varshney
2025 J jnl
One-bit Compressed Sensing using Generative Models.
CoRR
Swatantra Kafle, Geethu Joseph, Pramod K. Varshney
2025 J jnl
Robust Distributed Clustering With Redundant Data Assignment.
IEEE Trans. Inf. Theory
Saikiran Bulusu, Venkata Gandikota, Arya Mazumdar, Ankit Singh Rawat, Pramod K. Varshney
2025 Misc conf
Robust Dwell Time Allocation for Multiple Ballistic Reentry Target Tracking in Phased Array Radar.
ICASSP
Zishi Zhang, Ye Yuan, Wei Yi, Pramod K. Varshney
2025 Misc conf
Support Recovery in 1-Bit Compressed Sensing with Burst Sparse Noise.
ICASSP
Saikiran Bulusu, Venkata Gandikota, Pramod K. Varshney
2025 Misc conf
Tracking Time-Varying Parameters in Massive MIMO IoT Networks: A Linear Coherent Decentralized Approach.
ICASSP
Kunwar Pritiraj Rajput, Linlong Wu, Bhavani Shankar M. R., Björn E. Ottersten, Pramod K. Varshney
2024 — conf
A Hypothesis Testing-based Framework for Cyber Deception with Sludging.
Allerton
Abhinav Kumar, Swastik Brahma, Baocheng Geng, Charles A. Kamhoua, Pramod K. Varshney
2024 J jnl
Behavioral Utility-Based Distributed Detection With Conditionally Independent Observations.
IEEE Trans. Signal Process.
Berkan Dulek, Emre Efendi, Pramod K. Varshney
2024 C conf
Bures-Wasserstein Barycentric Coordinates with Application to Diffusion Tensor Image Smoothing.
FUSION
Hanning Tang, Xiaojing Shen, Hua Zhao, Zhiguo Wang, Pramod K. Varshney
2024 J jnl
COMIC: An unsupervised change detection method for heterogeneous remote sensing images based on copula mixtures and Cycle-Consistent Adversarial Networks.
Inf. Fusion
Chengxi Li, Gang Li, Zhuoyue Wang, Xueqian Wang, Pramod K. Varshney
2024 — conf
Channel-Aware Direct Localization Using One-Bit Quantized Measurements.
EUSIPCO
Guoxin Zhang, Yunfei Liang, Wei Yi, Hien Quoc Ngo, Michail Matthaiou, Pramod K. Varshney
2024 C conf
Decentralized Direct Localization Based on Gauss-Newton Method in Multi-Sensor Networks.
FUSION
Guoxin Zhang, Yunfei Liang, Cong Wang, Wei Yi, Hien Quoc Ngo, Michail Matthaiou, Pramod K. Varshney
2024 J jnl
Direct Target Localization With Low-Bit Quantization in Wireless Sensor Networks.
IEEE Trans. Signal Process.
Guoxin Zhang, Wei Yi, Michail Matthaiou, Pramod K. Varshney
2024 J jnl
Distributed Quantized Detection of Sparse Signals Under Byzantine Attacks.
IEEE Trans. Signal Process.
Chen Quan, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney
2024 J jnl
Harnessing the Power of Noise: A Survey of Techniques and Applications.
CoRR
Reyhaneh Abdolazimi, Shengmin Jin, Pramod K. Varshney, Reza Zafarani
2024 J jnl
Information Fusion via Importance Sampling.
IEEE Trans. Signal Inf. Process. over Networks
Augustin-Alexandru Saucan, Víctor Elvira, Pramod K. Varshney, Moe Z. Win
2024 C conf
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching.
FUSION
Mengchen Fan, Baocheng Geng, Keren Li, Xueqian Wang, Pramod K. Varshney
2024 J jnl
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching.
CoRR
Mengchen Fan, Baocheng Geng, Keren Li, Xueqian Wang, Pramod K. Varshney
2024 Misc conf
Joint Transmit Precoders and Passive Reflection Beamformer Design in IRS-Aided IoT Networks.
ICASSP
Kunwar Pritiraj Rajput, Linlong Wu, M. R. Bhavani Shankar, Pramod K. Varshney
2024 — conf
Learning-Based Cognitive Radar Resource Management for Scanning and Multi-Target Tracking.
ICC
Ziyang Lu, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney
2024 — conf
Learning-Based Resource Management in Integrated Sensing and Communication Systems.
INFOCOM (Workshops)
Ziyang Lu, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney
2024 J jnl
Noisy One-Bit Compressed Sensing With Side-Information.
IEEE Trans. Signal Process.
Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney
2024 J jnl
Performance Analysis of LEO Satellite-Based IoT Networks in the Presence of Interference.
IEEE Internet Things J.
Ayush Kumar Dwivedi, Sachin Chaudhari, Neeraj Varshney, Pramod K. Varshney
2024 J jnl
Resource Allocation for Distributed Multitarget Tracking in Radar Networks With Missing Data.
IEEE Trans. Signal Process.
Juan Hu, Lei Zuo, Pramod K. Varshney, Yongchan Gao
2024 C conf
Robust Primal-Dual Proximal Algorithm for Cooperative Localization in WSNs.
FUSION
Mei Zhang, Xiaojing Shen, Zhiguo Wang, Pramod K. Varshney
2023 B conf
1-Bit Compressed Sensing with Local Sparsity Patterns.
ISIT
Saikiran Bulusu, Venkata Gandikota, Pramod K. Varshney
2023 J jnl
A Copula-Based Method for Change Detection With Multisensor Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Chengxi Li, Gang Li, Xueqian Wang, Pramod K. Varshney
2023 J jnl
Anomaly Detection via Learning-Based Sequential Controlled Sensing.
CoRR
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
2023 J jnl
Data association for maneuvering targets through a combined siamese network and XGBoost model.
Signal Process.
Chang Gao, Junkun Yan, Bo Chen, Pramod K. Varshney, Tianyi Jia, Hongwei Liu
2023 J jnl
Designing Local Quantizers for Distributed Detection of a Source With Unknown Location.
IEEE Commun. Lett.
Ruixin Niu, Pramod K. Varshney
2023 J jnl
Direct Target Localization With Quantized Measurements in Noncoherent Distributed MIMO Radar Systems.
IEEE Trans. Geosci. Remote. Sens.
Guoxin Zhang, Wei Yi, Pramod K. Varshney, Lingjiang Kong
2023 J jnl
Efficient Ordered-Transmission Based Distributed Detection Under Data Falsification Attacks.
IEEE Signal Process. Lett.
Chen Quan, Nandan Sriranga, Haodong Yang, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney
2023 J jnl
Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities.
CoRR
Baocheng Geng, Pramod K. Varshney
2023 Misc conf
Human-machine Hierarchical Networks for Decision Making under Byzantine Attacks.
CISS
Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney
2023 J jnl
On Communication-Efficient Multisensor Track Association via Measurement Transformation (Extended Version).
CoRR
Haiqi Liu, Jiajie Sun, Xuqi Zhang, Fanqin Meng, Xiaojing Shen, Pramod K. Varshney
2023 C conf
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking.
FUSION
Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney
2023 J jnl
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking.
CoRR
Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney
2023 J jnl
On Ordered Transmission Based Distributed Gaussian Shift-in-Mean Detection Under Byzantine Attacks.
IEEE Trans. Signal Process.
Chen Quan, Saikiran Bulusu, Baocheng Geng, Yunghsiang S. Han, Nandan Sriranga, Pramod K. Varshney
2023 J jnl
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems.
IEEE Trans. Signal Process.
Jiajie Sun, Zhiguo Wang, Xiaojing Shen, Pramod K. Varshney
2023 J jnl
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing.
IEEE Trans. Signal Inf. Process. over Networks
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
2023 C conf
Sequential Processing of Observations in Human Decision-Making Systems.
FUSION
Nandan Sriranga, Baocheng Geng, Pramod K. Varshney
2023 J jnl
Sequential Processing of Observations in Human Decision-Making Systems.
CoRR
Nandan Sriranga, Baocheng Geng, Pramod K. Varshney
2022 J jnl
Adaptation of Frequency Hopping Interval for Radar Anti-Jamming Based on Reinforcement Learning.
IEEE Trans. Veh. Technol.
Ailiya, Wei Yi, Pramod K. Varshney
2022 J jnl
Collaborative Human Decision Making With Heterogeneous Agents.
IEEE Trans. Comput. Soc. Syst.
Baocheng Geng, Xiancheng Cheng, Swastik Brahma, David Kellen, Pramod K. Varshney
2022 J jnl
Decentralized Federated Learning via Mutual Knowledge Transfer.
IEEE Internet Things J.
Chengxi Li, Gang Li, Pramod K. Varshney
2022 B conf
Distributed Detection with Multiple Sensors in the Presence of Sybil Attacks.
GLOBECOM
Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney
2022 J jnl
Distributed detection of sparse signals with censoring sensors in clustered sensor networks.
Inf. Fusion
Chengxi Li, Gang Li, Pramod K. Varshney
2022 J jnl
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks.
IEEE Trans. Signal Inf. Process. over Networks
Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney
2022 J jnl
Exponential Mixture Density Based Approximation to Posterior Cramr-Rao Lower Bound for Distributed Target Tracking.
IEEE Trans. Signal Process.
Ye Yuan, Wei Yi, Pramod K. Varshney
2022 J jnl
Federated Learning With Soft Clustering.
IEEE Internet Things J.
Chengxi Li, Gang Li, Pramod K. Varshney
2022 A* conf
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms.
ICML
Pranay Sharma, Rohan Panda, Gauri Joshi, Pramod K. Varshney
2022 J jnl
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms.
CoRR
Pranay Sharma, Rohan Panda, Gauri Joshi, Pramod K. Varshney
2022 J jnl
Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Signal Process.
Ruiying Lu, Bo Chen, Jianqiao Sun, Wenchao Chen, Penghui Wang, Yuanwei Chen, Hongwei Liu, Pramod K. Varshney
2022 Misc conf
Human Decision Making with Bounded Rationality.
ICASSP
Baocheng Geng, Qunwei Li, Pramod K. Varshney
2022 — conf
Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities.
CIC
Baocheng Geng, Pramod K. Varshney
2022 A* conf
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers.
NeurIPS
Saikiran Bulusu, Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney
2022 — conf
Loss Attitude Aware Energy Management for Signal Detection.
IEEECONF
Baocheng Geng, Chen Quan, Tianyun Zhang, Makan Fardad, Pramod K. Varshney
2022 J jnl
Monitoring and Anomaly Detection Actor-Critic Based Controlled Sensing.
CoRR
Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney
2022 J jnl
Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking.
IEEE Trans. Signal Process.
Anthony Trezza, Donald J. Bucci, Pramod K. Varshney
2022 — conf
Online Identification of Recurring Changepoints.
IEEECONF
Nandan Sriranga, Anthony Trezza, Saikiran Bulusu, Donald J. Bucci, Pramod K. Varshney
2022 J jnl
Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information.
IEEE Internet Things J.
Victor Wattin Håkansson, Naveen K. D. Venkategowda, Stefan Werner, Pramod K. Varshney
2022 J jnl
Reputation and Audit Bit Based Distributed Detection in the Presence of Byzantine.
CoRR
Chen Quan, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney
2022 — conf
Reputation and Audit Bit Based Distributed Detection in the Presence of Byzantines.
IEEECONF
Chen Quan, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney
2022 J jnl
Resource Scheduling for Multi-Target Tracking in Multi-Radar Systems With Imperfect Detection.
IEEE Trans. Signal Process.
Jun Sun, Wei Yi, Pramod K. Varshney, Lingjiang Kong
2022 J jnl
Robust Decentralized Learning Using ADMM With Unreliable Agents.
IEEE Trans. Signal Process.
Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney
2022 J jnl
Robust Federated Opportunistic Learning in the Presence of Label Quality Disparity.
IEEE Internet Things J.
Chengxi Li, Gang Li, Pramod K. Varshney
2022 — conf
State Estimation of Linear Systems With Sparse Inputs and Markov-Modulated Missing Outputs.
EUSIPCO
Geethu Joseph, Pramod K. Varshney
2021 — conf
A Scalable Algorithm for Anomaly Detection via Learning-Based Controlled Sensing.
ICC
Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney
2021 J jnl
A Scalable Algorithm for Anomaly Detection via Learning-Based Controlled Sensing.
CoRR
Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney
2021 J jnl
Anomaly Detection via Controlled Sensing and Deep Active Inference.
CoRR
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
2021 B conf
Byzantine Resilient Distributed Clustering with Redundant Data Assignment.
ISIT
Saikiran Bulusu, Venkata Gandikota, Arya Mazumdar, Ankit Singh Rawat, Pramod K. Varshney
2021 J jnl
Byzantine Resilient Non-Convex SCSG With Distributed Batch Gradient Computations.
IEEE Trans. Signal Inf. Process. over Networks
Saikiran Bulusu, Prashant Khanduri, Swatantra Kafle, Pranay Sharma, Pramod K. Varshney
2021 Misc conf
Cognitive Memory Constrained Human Decision Making based on Multi-source Information.
ICASSP
Baocheng Geng, Quan Chen, Pramod K. Varshney
2021 J jnl
Communication-Efficient Federated Learning Based on Compressed Sensing.
IEEE Internet Things J.
Chengxi Li, Gang Li, Pramod K. Varshney
2021 J jnl
Controllability of Network Opinion in Erdös-Rényi Graphs Using Sparse Control Inputs.
SIAM J. Control. Optim.
Geethu Joseph, Buddhika Nettasinghe, Vikram Krishnamurthy, Pramod K. Varshney
2021 J jnl
Distributed Detection in Wireless Sensor Networks Under Multiplicative Fading via Generalized Score Tests.
IEEE Internet Things J.
Domenico Ciuonzo, Pierluigi Salvo Rossi, Pramod K. Varshney
2021 J jnl
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks.
CoRR
Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney
2021 J jnl
Joint Collaboration and Compression Design for Distributed Sequential Estimation in a Wireless Sensor Network.
IEEE Trans. Signal Process.
Xiancheng Cheng, Prashant Khanduri, Baixiao Chen, Pramod K. Varshney
2021 J jnl
Joint Collaboration and Compression Design for Random Signal Detection in Wireless Sensor Networks.
IEEE Signal Process. Lett.
Xiancheng Cheng, Baocheng Geng, Prashant Khanduri, Baixiao Chen, Pramod K. Varshney
2021 J jnl
MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data.
SIAM J. Math. Data Sci.
Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Jize Zhang, Yi Zhou, Yingbin Liang, Thomas Yong-Jin Han, Pramod K. Varshney
2021 J jnl
Measurement Bounds for Compressed Sensing in Sensor Networks With Missing Data.
IEEE Trans. Signal Process.
Geethu Joseph, Pramod K. Varshney
2021 J jnl
Multi-sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking.
CoRR
Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney
2021 — conf
On Distributed Detection with Random Distortion Testing.
ISIVC
Sabrina Bourmani, François-Xavier Socheleau, Dominique Pastor, Prashant Khanduri, Pramod K. Varshney
2021 — conf
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit.
ACSCC
Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci, Pramod K. Varshney
2021 J jnl
On Performance Comparison of Multi-Antenna HD-NOMA, SCMA, and PD-NOMA Schemes.
IEEE Wirel. Commun. Lett.
Animesh Yadav, Chen Quan, Pramod K. Varshney, H. Vincent Poor
2021 Misc conf
On Strategic Jamming in Distributed Detection Networks.
ICASSP
Chen Quan, Baocheng Geng, Pramod K. Varshney
2021 Misc conf
One-Bit Compressed Sensing Using Untrained Network Prior.
ICASSP
Swatantra Kafle, Geethu Joseph, Pramod K. Varshney
2021 J jnl
Randomized Multiple Model Multiple Hypothesis Tracking.
CoRR
Haiqi Liu, Xiaojing Shen, Zhiguo Wang, Fanqin Meng, Junfeng Wang, Pramod K. Varshney
2021 J jnl
Robust Linear Transceiver Designs for Vector Parameter Estimation in MIMO Wireless Sensor Networks Under CSI Uncertainty.
IEEE Trans. Veh. Technol.
Kunwar Pritiraj Rajput, Yogesh Verma, Naveen K. D. Venkategowda, Aditya K. Jagannatham, Pramod K. Varshney
2021 J jnl
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars.
IEEE Trans. Signal Process.
Ye Yuan, Wei Yi, Reza Hoseinnezhad, Pramod K. Varshney
2021 A* conf
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning.
NeurIPS
Prashant Khanduri, Pranay Sharma, Haibo Yang, Mingyi Hong, Jia Liu, Ketan Rajawat, Pramod K. Varshney
2021 J jnl
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning.
CoRR
Prashant Khanduri, Pranay Sharma, Haibo Yang, Mingyi Hong, Jia Liu, Ketan Rajawat, Pramod K. Varshney
2021 J jnl
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing.
CoRR
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
2021 B conf
Temporal Detection of Anomalies via Actor-Critic Based Controlled Sensing.
GLOBECOM
Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney
2021 J jnl
Utility-Theory-Based Optimal Resource Consumption for Inference in IoT Systems.
IEEE Internet Things J.
Baocheng Geng, Qunwei Li, Pramod K. Varshney
2020 J jnl
A Novel Spectrally-Efficient Uplink Hybrid-Domain NOMA System.
IEEE Commun. Lett.
Chen Quan, Animesh Yadav, Baocheng Geng, Pramod K. Varshney, H. Vincent Poor
2020 J jnl
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning.
CoRR
Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney
2020 J jnl
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications.
IEEE Signal Process. Mag.
Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney
2020 J jnl
Anomalous Example Detection in Deep Learning: A Survey.
IEEE Access
Saikiran Bulusu, Bhavya Kailkhura, Bo Li, Pramod K. Varshney, Dawn Song
2020 J jnl
Anomalous Instance Detection in Deep Learning: A Survey.
CoRR
Saikiran Bulusu, Bhavya Kailkhura, Bo Li, Pramod K. Varshney, Dawn Song
2020 — conf
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning.
SPAWC
Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney
2020 J jnl
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning.
CoRR
Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney
2020 B conf
Anomaly Detection via Controlled Sensing and Deep Active Inference.
GLOBECOM
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
2020 Misc conf
Asymptotic Performance In Heterogeneous Human-machine Inference Networks.
ACSSC
Chen Quan, Baocheng Geng, Pramod K. Varshney
2020 J jnl
Colocated MIMO radar waveform optimization with receive beamforming.
Digit. Signal Process.
Shenghua Zhou, Jing Lu, Pramod K. Varshney, Jianlai Wang, Hui Ma, Hongwei Liu
2020 J jnl
Communication Network Topology Inference via Transfer Entropy.
IEEE Trans. Netw. Sci. Eng.
Pranay Sharma, Donald J. Bucci, Swastik K. Brahma, Pramod K. Varshney
2020 J jnl
Controllability of Network Opinion in Erdős-Rényi Graphs using Sparse Control Inputs.
CoRR
Geethu Joseph, Buddhika Nettasinghe, Vikram Krishnamurthy, Pramod K. Varshney
2020 Misc conf
Copula-Based Cooperative Sensing of OFDM Signals in Cognitive Radios.
COMSNETS
Akhil Singh, Sai Praneeth Chokkarapu, Sachin Chaudhari, Pramod K. Varshney
2020 J jnl
Decentralized Federated Learning via Mutual Knowledge Transfer.
CoRR
Chengxi Li, Gang Li, Pramod K. Varshney
2020 J jnl
Distributed Detection of Sparse Signals With Censoring Sensors Via Locally Most Powerful Test.
IEEE Signal Process. Lett.
Chengxi Li, Gang Li, Pramod K. Varshney
2020 J jnl
Distributed Detection of Sparse Signals With Physical Layer Secrecy Constraints: A Falsified Censoring Strategy.
IEEE Trans. Signal Process.
Chengxi Li, Gang Li, Pramod K. Varshney
2020 Misc conf
Distributed Detection of Sparse Signals with 1-Bit Data in Two-Level Two-Degree Tree-Structured Sensor Networks.
ICASSP
Chengxi Li, Gang Li, Pramod K. Varshney
2020 J jnl
Distributed Detection of Sparse Stochastic Signals With 1-Bit Data in Tree-Structured Sensor Networks.
IEEE Trans. Signal Process.
Chengxi Li, Gang Li, Pramod K. Varshney
2020 J jnl
Distributed Sequential Detection: Dependent Observations and Imperfect Communication.
IEEE Trans. Signal Process.
Shan Zhang, Prashant Khanduri, Pramod K. Varshney
2020 J jnl
Distributed Stochastic Non-Convex Optimization: Momentum-Based Variance Reduction.
CoRR
Prashant Khanduri, Pranay Sharma, Swatantra Kafle, Saikiran Bulusu, Ketan Rajawat, Pramod K. Varshney
2020 J jnl
FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Image Process.
Zhengjue Wang, Bo Chen, Ruiying Lu, Hao Zhang, Hongwei Liu, Pramod K. Varshney
2020 B conf
Linear MMSE Precoder Combiner Designs for Decentralized Estimation in Wireless Sensor Networks.
GLOBECOM
Kunwar Pritiraj Rajput, Yogesh Verma, Naveen K. D. Venkategowda, Aditya K. Jagannatham, Pramod K. Varshney
2020 — conf
Measurement Bounds for Compressed Sensing with Missing Data.
SPAWC
Geethu Joseph, Pramod K. Varshney
2020 J jnl
Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks.
IEEE Trans. Signal Process.
Hsuan-Yin Lin, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney
2020 J jnl
Mixed Copula-Based Uncertainty Modeling of Hourly Wind Farm Production for Power System Operational Planning Studies.
IEEE Access
Wolf Peter Jean Philippe, Shan Zhang, Sara Eftekharnejad, Prasanta K. Ghosh, Pramod K. Varshney
2020 J jnl
Multiple-source ellipsoidal localization using acoustic energy measurements.
Autom.
Fanqin Meng, Xiaojing Shen, Zhiguo Wang, Haiqi Liu, Junfeng Wang, Yunmin Zhu, Pramod K. Varshney
2020 J jnl
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit.
CoRR
Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci Jr., Pramod K. Varshney
2020 Misc conf
On Distributed Stochastic Gradient Descent for Nonconvex Functions in the Presence of Byzantines.
ICASSP
Saikiran Bulusu, Prashant Khanduri, Pranay Sharma, Pramod K. Varshney
2020 Misc conf
On Human Assisted Decision Making for Machines Using Correlated Observations.
ACSSC
Nandan Sriranga, Baocheng Geng, Pramod K. Varshney
2020 J jnl
On Performance Comparison of Multi-Antenna HD-NOMA, SCMA and PD-NOMA Schemes.
CoRR
Animesh Yadav, Chen Quan, Pramod K. Varshney, H. Vincent Poor
2020 J jnl
On the Design of Near-Optimal Variable-Length Error-Correcting Codes for Large Source Alphabets.
IEEE Trans. Commun.
Yen-Ming Chen, Feng-Tsang Wu, Chih-Peng Li, Pramod K. Varshney
2020 Misc conf
One-Bit Compressed Sensing Using Generative Models.
ICASSP
Geethu Joseph, Swatantra Kafle, Pramod K. Varshney
2020 J jnl
Optimal Power Allocation for Full-Duplex Underwater Relay Networks With Energy Harvesting: A Reinforcement Learning Approach.
IEEE Wirel. Commun. Lett.
Ranning Wang, Animesh Yadav, Esraa A. Makled, Octavia A. Dobre, Ruiqin Zhao, Pramod K. Varshney
2020 J jnl
Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems.
IEEE Trans. Signal Process.
Baocheng Geng, Swastik Brahma, Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy
2020 J jnl
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers.
IEEE Trans. Signal Process.
Baocheng Geng, Qunwei Li, Pramod K. Varshney
2020 B conf
Sparse Activity Detection in Cell-Free Massive MIMO systems.
ISIT
Mangqing Guo, Mustafa Cenk Gursoy, Pramod K. Varshney
2020 J jnl
Zeroth-Order Hybrid Gradient Descent: Towards A Principled Black-Box Optimization Framework.
CoRR
Pranay Sharma, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Xue Lin, Pramod K. Varshney
2019 Misc conf
A Truthful Mechanism For Mobility Management In Unmanned Aerial Vehicles Networks.
ACSSC
Baocheng Geng, Swastik Brahma, Pramod K. Varshney
2019 J jnl
An Efficient Construction Strategy for Near-Optimal Variable-Length Error-Correcting Codes.
IEEE Commun. Lett.
Yen-Ming Chen, Feng-Tsang Wu, Chih-Peng Li, Pramod K. Varshney
2019 J jnl
Byzantine Resilient Non-Convex SVRG with Distributed Batch Gradient Computations.
CoRR
Prashant Khanduri, Saikiran Bulusu, Pranay Sharma, Pramod K. Varshney
2019 J jnl
Decentralized Gaussian Filters for Cooperative Self-Localization and Multi-Target Tracking.
IEEE Trans. Signal Process.
Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney
2019 C conf
Decentralized Multi-target Tracking in Urban Environments: Overview and Challenges.
FUSION
Donald J. Bucci, Pramod K. Varshney
2019 J jnl
Decentralized Multi-target Tracking in Urban Environments: Overview and Challenges.
CoRR
Donald J. Bucci Jr., Pramod K. Varshney
2019 J jnl
Detection of Sparse Stochastic Signals With Quantized Measurements in Sensor Networks.
IEEE Trans. Signal Process.
Xueqian Wang, Gang Li, Pramod K. Varshney
2019 J jnl
Distributed Detection in Massive MIMO Wireless Sensor Networks Under Perfect and Imperfect CSI.
IEEE Trans. Signal Process.
Apoorva Chawla, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney
2019 C conf
Distributed Detection of Generalized Gaussian Sparse Signals with One-Bit Measurements (Poster).
FUSION
Xueqian Wang, Gang Li, Chen Quan, Pramod K. Varshney
2019 J jnl
Distributed Detection of Sparse Stochastic Signals With Quantized Measurements: The Generalized Gaussian Case.
IEEE Trans. Signal Process.
Xueqian Wang, Gang Li, Chen Quan, Pramod K. Varshney
2019 J jnl
Distributed Detection of Sparse Stochastic Signals via Fusion of 1-bit Local Likelihood Ratios.
IEEE Signal Process. Lett.
Chengxi Li, You He, Xueqian Wang, Gang Li, Pramod K. Varshney
2019 J jnl
Distributed Detection of Weak Signals From One-Bit Measurements Under Observation Model Uncertainties.
IEEE Signal Process. Lett.
Xueqian Wang, Gang Li, Pramod K. Varshney
2019 Misc conf
Distributed Sequential Hypothesis Testing with Dependent Sensor Observations.
ACSSC
Shan Zhang, Prashant Khanduri, Pramod K. Varshney
2019 J jnl
Fusion of Correlated Decisions Using Regular Vine Copulas.
IEEE Trans. Signal Process.
Shan Zhang, Lakshmi Narasimhan Theagarajan, Sora Choi, Pramod K. Varshney
2019 C conf
Fusion of Deep Neural Networks for Activity Recognition: A Regular Vine Copula Based Approach.
FUSION
Shan Zhang, Baocheng Geng, Pramod K. Varshney, Muralidhar Rangaswamy
2019 J jnl
Impact of Intermediate Nanomachines in Multiple Cooperative Nanomachine-Assisted Diffusion Advection Mobile Molecular Communication.
IEEE Trans. Commun.
Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Arumugam Nallanathan
2019 J jnl
Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks
Swatantra Kafle, Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney
2019 J jnl
K-Medoids Clustering of Data Sequences With Composite Distributions.
IEEE Trans. Signal Process.
Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
2019 J jnl
Long short-term memory-based deep recurrent neural networks for target tracking.
Inf. Sci.
Chang Gao, Junkun Yan, Shenghua Zhou, Pramod K. Varshney, Hongwei Liu
2019 J jnl
Multiple-Source Ellipsoidal Localization Using Acoustic Energy Measurements.
CoRR
Fanqin Meng, Xiaojing Shen, Zhiguo Wang, Haiqi Liu, Junfeng Wang, Yunmin Zhu, Pramod K. Varshney
2019 Misc conf
Noisy 1-Bit Compressed Sensing with Heterogeneous Side-information.
ICASSP
Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney
2019 — conf
On Amelioration Of Human Cognitive Biases In Binary Decision Making.
GlobalSIP
Baocheng Geng, Pramod K. Varshney, Muralidhar Rangaswamy
2019 — conf
On Convex Stochastic Variance Reduced Gradient for Adversarial Machine Learning.
GlobalSIP
Saikiran Bulusu, Qunwei Li, Pramod K. Varshney
2019 C conf
On Decentralized Self-localization and Tracking Under Measurement Origin Uncertainty.
FUSION
Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney
2019 B conf
On Decision Making In Human-Machine Networks.
MASS
Baocheng Geng, Pramod K. Varshney
2019 J jnl
Online Design of Optimal Precoders for High Dimensional Signal Detection.
IEEE Trans. Signal Process.
Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney
2019 — conf
Online Linear Compression with Side Information for Distributed Detection of High Dimensional Signals.
SPAWC
Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney
2019 J jnl
Optimal Auction Design With Quantized Bids for Target Tracking via Crowdsensing.
IEEE Trans. Comput. Soc. Syst.
Nianxia Cao, Swastik Brahma, Baocheng Geng, Pramod K. Varshney
2019 J jnl
Parallel Restarted SPIDER - Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity.
CoRR
Pranay Sharma, Prashant Khanduri, Saikiran Bulusu, Ketan Rajawat, Pramod K. Varshney
2019 J jnl
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers.
CoRR
Baocheng Geng, Qunwei Li, Pramod K. Varshney
2019 J jnl
Secure Distributed Detection of Sparse Signals via Falsification of Local Compressive Measurements.
IEEE Trans. Signal Process.
Chengxi Li, Gang Li, Bhavya Kailkhura, Pramod K. Varshney
2019 J jnl
Sequential Random Distortion Testing of Non-Stationary Processes.
IEEE Trans. Signal Process.
Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney
2019 C conf
Some Results on Generalized Ellipsoid Intersection Fusion.
FUSION
Hanning Tang, Haiqi Liu, Bing Liu, Xiaojing Shen, Pramod K. Varshney
2019 J jnl
Truncated Sequential Non-Parametric Hypothesis Testing Based on Random Distortion Testing.
IEEE Trans. Signal Process.
Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney
2018 J jnl
A Low-Complexity Maximum-Likelihood Decoder for Tail-Biting Convolutional Codes.
IEEE Trans. Commun.
Yunghsiang S. Han, Ting-Yi Wu, Po-Ning Chen, Pramod K. Varshney
2018 C conf
A Parallel Platform for Fusion of Heterogeneous Stream Data.
FUSION
Shan Zhang, Jielong Xu, Sora Choi, Jian Tang, Pramod K. Varshney, Zhenhua Chen
2018 J jnl
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms.
J. Mach. Learn. Res.
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi, Pramod K. Varshney, Peer-Timo Bremer
2018 J jnl
Abnormality Detection Inside Blood Vessels With Mobile Nanomachines.
IEEE Trans. Mol. Biol. Multi Scale Commun.
Neeraj Varshney, Adarsh Patel, Yansha Deng, Werner Haselmayr, Pramod K. Varshney, Arumugam Nallanathan
2018 J jnl
Abnormality Detection inside Blood Vessels with Mobile Nanomachines.
CoRR
Neeraj Varshney, Adarsh Patel, Yansha Deng, Werner Haselmayr, Pramod K. Varshney, Arumugam Nallanathan
2018 J jnl
Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems.
CoRR
Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang
2018 — conf
Artificial Neural Network Based Automatic Modulation Classification over a Software Defined Radio Testbed.
ICC
Jithin Jagannath, Nicholas Polosky, Daniel O'Connor, Lakshmi Narasimhan Theagarajan, Brendan Sheaffer, Svetlana Foulke, Pramod K. Varshney
2018 J jnl
Audit Bit Based Distributed Bayesian Detection in the Presence of Byzantines.
IEEE Trans. Signal Inf. Process. over Networks
Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney
2018 Misc conf
Bayesian Sparse Signal Detection Exploiting Laplace Prior.
ICASSP
Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney
2018 Misc conf
Clustering under composite generative models.
CISS
Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
2018 J jnl
Cognitive MIMO-RF/FSO Cooperative Relay Communication With Mobile Nodes and Imperfect Channel State Information.
IEEE Trans. Cogn. Commun. Netw.
Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney
2018 J jnl
Cognitive MIMO-RF/FSO Cooperative Relay Communication with Mobile Nodes and Imperfect Channel State Information.
CoRR
Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney
2018 J jnl
Compressive Sensing Based Classification in the Presence of Intra-and Inter-Signal Correlation.
IEEE Signal Process. Lett.
Thakshila Wimalajeewa, Pramod K. Varshney
2018 J jnl
Compressive Sensing-Based Detection With Multimodal Dependent Data.
IEEE Trans. Signal Process.
Thakshila Wimalajeewa, Pramod K. Varshney
2018 J jnl
Copula Based Classifier Fusion Under Statistical Dependence.
IEEE Trans. Pattern Anal. Mach. Intell.
Onur Ozdemir, Thomas G. Allen, Sora Choi, Thakshila Wimalajeewa, Pramod K. Varshney
2018 Misc conf
Decision Tree Design for Classification in Crowdsourcing Systems.
ACSSC
Baocheng Geng, Qunwei Li, Pramod K. Varshney
2018 J jnl
Decision Tree Design for Classification in Crowdsourcing Systems.
CoRR
Baocheng Geng, Qunwei Li, Pramod K. Varshney
2018 J jnl
Detection of Sparse Signals in Sensor Networks via Locally Most Powerful Tests.
IEEE Signal Process. Lett.
Xueqian Wang, Gang Li, Pramod K. Varshney
2018 C conf
Distributed Cross-Entropy δ-GLMB Filter for Multi-Sensor Multi-Target Tracking.
FUSION
Augustin-Alexandru Saucan, Pramod K. Varshney
2018 C conf
Energy-Efficient Decision Fusion for Distributed Detection in Wireless Sensor Networks.
FUSION
Nandan Sriranga, Kyatsandra G. Nagananda, Rick S. Blum, Augustin-Alexandru Saucan, Pramod K. Varshney
2018 J jnl
Energy-efficient Decision Fusion for Distributed Detection in Wireless Sensor Networks.
CoRR
Nandan Sriranga, Kyatsandra G. Nagananda, Rick S. Blum, Augustin-Alexandru Saucan, Pramod K. Varshney
2018 J jnl
Experiments and Models for Decision Fusion by Humans in Inference Networks.
IEEE Trans. Signal Process.
Aditya Vempaty, Lav R. Varshney, Gregory J. Koop, Amy H. Criss, Pramod K. Varshney
2018 Misc conf
Exponentially Consistent K-Means Clustering Algorithm Based on Kolmogrov-Smirnov Test.
ICASSP
Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
2018 Misc conf
Generalized Approximate Message Passing For Noisy 1-Bit Compressed Sensing With Side-Information.
ACSSC
Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney
2018 J jnl
Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges.
CoRR
Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
2018 Misc conf
Human-Machine Inference Networks for Smart Decision Making: Opportunities and Challenges.
ICASSP
Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
2018 Misc conf
Impact of Cooperation in Flow-Induced Diffusive Mobile Molecular Communication.
ACSSC
Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Weisi Guo
2018 J jnl
Impact of Cooperation in Flow-Induced Diffusive Mobile Molecular Communication.
CoRR
Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Weisi Guo
2018 J jnl
K-medoids Clustering of Data Sequences with Composite Distributions.
CoRR
Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
2018 J jnl
MR-GAN: Manifold Regularized Generative Adversarial Networks.
CoRR
Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Yi Zhou, Yingbin Liang, Pramod K. Varshney
2018 J jnl
Mitigation of Byzantine Attacks on Distributed Detection Systems Using Audit Bits.
IEEE Trans. Signal Inf. Process. over Networks
Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney
2018 J jnl
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime.
IEEE J. Sel. Top. Signal Process.
Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
2018 C conf
On Integrating Human Decisions with Physical Sensors for Binary Decision Making.
FUSION
Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy
2018 — conf
On Random Distortion Testing Based Sequential Non-Parametric Hypothesis Testing
Allerton
Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney
2018 Misc conf
On Self-Localization and Tracking with an Unknown Number of Targets.
ACSSC
Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney
2018 Misc conf
On Sequential Random Distortion Testing of Non-Stationary Processes.
ICASSP
Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney
2018 J jnl
On Weak Signal Detection With Compressive Measurements.
IEEE Signal Process. Lett.
Kyatsandra G. Nagananda, Pramod K. Varshney
2018 Misc conf
On diffusive molecular communication with mobile nanomachines.
CISS
Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney
2018 J jnl
On the Optimality of Likelihood Ratio Test for Prospect Theory-Based Binary Hypothesis Testing.
IEEE Signal Process. Lett.
Sinan Gezici, Pramod K. Varshney
2018 J jnl
On the optimality of likelihood ratio test for prospect theory based binary hypothesis testing.
CoRR
Sinan Gezici, Pramod K. Varshney
2018 C conf
Online Design of Precoders for High Dimensional Signal Detection in Wireless Sensor Networks.
FUSION
Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney
2018 Misc conf
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers.
ICASSP
Qunwei Li, Pramod K. Varshney
2018 J jnl
Optimal Sensor Collaboration for Parameter Tracking Using Energy Harvesting Sensors.
IEEE Trans. Signal Process.
Shan Zhang, Sijia Liu, Vinod Sharma, Pramod K. Varshney
2018 J jnl
Received-Signal-Strength-Based Localization in Wireless Sensor Networks.
Proc. IEEE
Ruixin Niu, Aditya Vempaty, Pramod K. Varshney
2018 J jnl
Robust Cooperative Spectrum Sensing for MIMO Cognitive Radio Networks Under CSI Uncertainty.
IEEE Trans. Signal Process.
Adarsh Patel, Hukma Ram, Aditya K. Jagannatham, Pramod K. Varshney
2018 — conf
Robust Distributed Detection in Massive MIMO Wireless Sensor Networks Under CSI Uncertainty.
VTC Fall
Apoorva Chawla, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney
2018 J jnl
Robustness of the Counting Rule for Distributed Detection in Wireless Sensor Networks.
IEEE Signal Process. Lett.
Abhinav Goel, Adarsh Patel, Kyatsandra G. Nagananda, Pramod K. Varshney
2018 — book
Secure Networked Inference with Unreliable Data Sources
Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
2018 J jnl
Sparse Bayesian Learning-Based Target Imaging and Parameter Estimation for Monostatic MIMO Radar Systems.
IEEE Access
Amrita Mishra, Vini Gupta, Saumya Dwivedi, Aditya K. Jagannatham, Pramod K. Varshney
2018 J jnl
Target Localization Using Sensor Location Knowledge in Wireless Sensor Networks.
IEEE Wirel. Commun. Lett.
Chun-Yi Wei, Hsuan-Yin Lin, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney
2018 J jnl
Why Interpretability in Machine Learning? An Answer Using Distributed Detection and Data Fusion Theory.
CoRR
Kush R. Varshney, Prashant Khanduri, Pranay Sharma, Shan Zhang, Pramod K. Varshney
2017 J jnl
A Memristor-Based Optimization Framework for AI Applications.
CoRR
Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney
2017 J jnl
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms.
CoRR
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi, Pramod K. Varshney, Peer-Timo Bremer
2017 Misc conf
A unified diversity measure for distributed inference.
ICASSP
Prashant Khanduri, Aditya Vempaty, Pramod K. Varshney
2017 — conf
Algorithm-hardware co-optimization of the memristor-based framework for solving SOCP and homogeneous QCQP problems.
ASP-DAC
Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang
2017 B conf
An MCMC Approach to Multisensor Linear Modulation Classification.
WCNC
Onur Ozdemir, Lakshmi Narasimhan Theagarajan, Mohit Agarwal, Thakshila Wimalajeewa, Pramod K. Varshney
2017 J jnl
Autonomous Fall Detection With Wearable Cameras by Using Relative Entropy Distance Measure.
IEEE Trans. Hum. Mach. Syst.
Koray Ozcan, Senem Velipasalar, Pramod K. Varshney
2017 J jnl
Collaborative Compressive Detection With Physical Layer Secrecy Constraints.
IEEE Trans. Signal Process.
Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney
2017 J jnl
Compressive Sensing Based Detection With Multimodal-Dependent Data.
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney
2017 A* conf
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization.
ICML
Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney
2017 J jnl
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization.
CoRR
Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney
2017 J jnl
Data Falsification Attacks on Consensus-Based Detection Systems.
IEEE Trans. Signal Inf. Process. over Networks
Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney
2017 J jnl
Design and Performance Analysis of Dual and Multi-hop Diffusive Molecular Communication Systems.
CoRR
Neeraj Varshney, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney
2017 — conf
Design and evaluation of hierarchical hybrid automatic modulation classifier using software defined radios.
CCWC
Jithin Jagannath, Daniel O'Connor, Nicholas Polosky, Brendan Sheaffer, Svetlana Foulke, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney
2017 J jnl
Detection of Single Versus Multiple Antenna Transmission Systems Using Pilot Data.
IEEE Trans. Signal Inf. Process. over Networks
Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su
2017 Misc conf
Detection with multimodal dependent data using low-dimensional random projections.
ICASSP
Thakshila Wimalajeewa, Pramod K. Varshney
2017 J jnl
Diffusive Molecular Communication with Nanomachine Mobility.
CoRR
Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney
2017 — conf
Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance?
SocialSens@CPSWeek
Qunwei Li, Pramod K. Varshney
2017 J jnl
Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance?
CoRR
Qunwei Li, Pramod K. Varshney
2017 J jnl
Linear Detection of a Weak Signal in Additive Cauchy Noise.
IEEE Trans. Commun.
Siva Ram Krishna Vadali, Priyadip Ray, Subrahmanyam Mula, Pramod K. Varshney
2017 J jnl
Local Threshold Design for Target Localization Using Error Correcting Codes in Wireless Sensor Networks in the Presence of Byzantine Attacks.
IEEE Trans. Inf. Forensics Secur.
Chun-Yi Wei, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney
2017 J jnl
Multi-Object Classification via Crowdsourcing With a Reject Option.
IEEE Trans. Signal Process.
Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2017 J jnl
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime.
CoRR
Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney
2017 J jnl
On Strategic Multi-Antenna Jamming in Centralized Detection Networks.
IEEE Signal Process. Lett.
Venkata Sriram Siddhardh Nadendla, Vinod Sharma, Pramod K. Varshney
2017 Misc conf
On classification of environmental acoustic data using crowds.
ICASSP
Shan Zhang, Aditya Vempaty, Susan E. Parks, Pramod K. Varshney
2017 J jnl
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers.
CoRR
Qunwei Li, Pramod K. Varshney
2017 J jnl
Optimal Spectrum Auction Design With 2-D Truthful Revelations Under Uncertain Spectrum Availability.
IEEE/ACM Trans. Netw.
V. Sriram Siddhardh Nadendla, Swastik K. Brahma, Pramod K. Varshney
2017 J jnl
Resource Allocation and Outage Analysis for an Adaptive Cognitive Two-Way Relay Network.
IEEE Trans. Wirel. Commun.
Qunwei Li, Pramod K. Varshney
2017 J jnl
Robust Detection of Random Events with Spatially Correlated Data in Wireless Sensor Networks via Distributed Compressive Sensing.
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney
2017 J jnl
Robust Federated Learning Using ADMM in the Presence of Data Falsifying Byzantines.
CoRR
Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney
2017 — conf
Robust detection of random events with spatially correlated data in wireless sensor networks via distributed compressive sensing.
CAMSAP
Thakshila Wimalajeewa, Pramod K. Varshney
2017 J jnl
Sparse Signal Detection With Compressive Measurements via Partial Support Set Estimation.
IEEE Trans. Signal Inf. Process. over Networks
Thakshila Wimalajeewa, Pramod K. Varshney
2017 J jnl
Subspace-Aware Index Codes.
CoRR
Bhavya Kailkhura, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney
2017 J jnl
Subspace-Aware Index Codes.
IEEE Wirel. Commun. Lett.
Bhavya Kailkhura, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney
2017 Misc conf
Ultra-fast robust compressive sensing based on memristor crossbars.
ICASSP
Sijia Liu, Ao Ren, Yanzhi Wang, Pramod K. Varshney
2016 J jnl
A Coalitional Game for Distributed Inference in Sensor Networks With Dependent Observations.
IEEE Trans. Signal Process.
Hao He, Pramod K. Varshney
2016 — conf
CSRS: Cyber Survive and Recover Simulator.
HASE
Swastik Brahma, Kevin A. Kwiat, Pramod K. Varshney, Charles A. Kamhoua
2016 C conf
Charging state aware optimal auction design for sensor selection in crowdsourcing based sensor networks.
FUSION
Nianxia Cao, Yanzhi Wang, Swastik Brahma, Pramod K. Varshney
2016 J jnl
Coupled Detection and Estimation Based Censored Spectrum Sharing in Cognitive Radio Networks.
IEEE Trans. Wirel. Commun.
Jyoti Mansukhani, Priyadip Ray, Pramod K. Varshney
2016 J jnl
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery With Sensor Networks.
IEEE Trans. Signal Process.
Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney
2016 — conf
Decentralized joint sparsity pattern recovery using 1-bit compressive sensing.
GlobalSIP
Swatantra Kafle, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney
2016 J jnl
Design of Binary Quantizers for Distributed Detection Under Secrecy Constraints.
IEEE Trans. Signal Process.
V. Sriram Siddhardh Nadendla, Pramod K. Varshney
2016 — conf
Detection diversity of spatio-temporal data using Pitman's efficiency for low SNR regimes.
GlobalSIP
Prashant Khanduri, Vinod Sharma, Pramod K. Varshney
2016 J jnl
Detection of Single vs Multiple Antenna Transmission Systems Using Pilot Data.
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su
2016 J jnl
Detection with Multimodal Dependent Data Using Low Dimensional Random Projections.
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney
2016 J jnl
Enhanced Dynamic Spectrum Access in Multiband Cognitive Radio Networks via Optimized Resource Allocation.
IEEE Trans. Wirel. Commun.
Piyush Bhardwaj, Ankita Panwar, Onur Ozdemir, Engin Masazade, Irina Kasperovich, Andrew L. Drozd, Chilukuri K. Mohan, Pramod K. Varshney
2016 — conf
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models.
NIPS Time Series Workshop
Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney
2016 J jnl
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models.
CoRR
Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney
2016 — conf
Learning equilibria for power allocation games in cognitive radio networks with a jammer.
GlobalSIP
Raghed El-Bardan, Vinod Sharma, Pramod K. Varshney
2016 Misc conf
Matching theory for cognitive spectrum allocation in wireless networks.
CISS
Raghed El-Bardan, Walid Saad, Swastik Brahma, Pramod K. Varshney
2016 J jnl
Measurement Matrix Design for Compressed Detection With Secrecy Guarantees.
IEEE Wirel. Commun. Lett.
Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney
2016 J jnl
Multi-object Classification via Crowdsourcing with a Reject Option.
CoRR
Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2016 J jnl
On Strategic Multi-Antenna Jamming in Centralized Detection Networks.
CoRR
V. Sriram Siddhardh Nadendla, Vinod Sharma, Pramod K. Varshney
2016 J jnl
Optimal Auction Design With Quantized Bids.
IEEE Signal Process. Lett.
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
2016 B conf
Optimal Byzantine attack for distributed inference with M-ary quantized data.
ISIT
Po-Ning Chen, Yunghsiang S. Han, Hsuan-Yin Lin, Pramod K. Varshney
2016 Misc conf
Optimal energy allocation and storage control for distributed estimation with sensor collaboration.
CISS
Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney
2016 J jnl
Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters.
CoRR
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2016 J jnl
Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters.
IEEE Trans. Signal Process.
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2016 J jnl
Permutation Trellis Coded Multi-Level FSK Signaling to Mitigate Primary User Interference in Cognitive Radio Networks.
IEEE Trans. Commun.
Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Yunghsiang S. Han, Pramod K. Varshney
2016 Misc conf
Portfolio theory based sensor selection in Wireless Sensor Networks with unreliable observations.
CISS
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
2016 J jnl
Sensor Selection for Estimation with Correlated Measurement Noise.
IEEE Trans. Signal Process.
Sijia Liu, Sundeep Prabhakar Chepuri, Makan Fardad, Engin Masazade, Geert Leus, Pramod K. Varshney
2016 J jnl
Sensor Selection for Target Tracking in Wireless Sensor Networks With Uncertainty.
IEEE Trans. Signal Process.
Nianxia Cao, Sora Choi, Engin Masazade, Pramod K. Varshney
2016 — conf
Sensor placement for field estimation via Poisson disk sampling.
GlobalSIP
Sijia Liu, Nianxia Cao, Pramod K. Varshney
2016 J jnl
Sparse Signal Detection with Compressive Measurements via Partial Support Set Estimation.
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney
2016 J jnl
Stair blue noise sampling.
ACM Trans. Graph.
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Pramod K. Varshney
2016 J jnl
Strategic Power Allocation With Incomplete Information in the Presence of a Jammer.
IEEE Trans. Commun.
Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney
2016 Misc conf
Theoretical guarantees for poisson disk sampling using pair correlation function.
ICASSP
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Pramod K. Varshney
2016 — conf
Towards an online energy allocation policy for distributed estimation with sensor collaboration using energy harvesting sensors.
GlobalSIP
Sijia Liu, Vinod Sharma, Pramod K. Varshney
2016 J jnl
Towards the Design of Prospect-Theory based Human Decision Rules for Hypothesis Testing.
CoRR
V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney
2016 — conf
Towards the design of prospect-theory based human decision rules for hypothesis testing.
Allerton
V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney
2016 J jnl
Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach.
CoRR
Prashant Khanduri, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Pramod K. Varshney
2016 J jnl
Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach.
IEEE Signal Process. Lett.
Prashant Khanduri, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Pramod K. Varshney
2015 J jnl
A Coalitional Game for Distributed Inference in Sensor Networks with Dependent Observations.
CoRR
Hao He, Pramod K. Varshney
2015 J jnl
A human visual system-driven image segmentation algorithm.
J. Vis. Commun. Image Represent.
Renbin Peng, Pramod K. Varshney
2015 J jnl
Asymptotic Analysis of Distributed Bayesian Detection with Byzantine Data.
IEEE Signal Process. Lett.
Bhavya Kailkhura, Yunghsiang Sam Han, Swastik Brahma, Pramod K. Varshney
2015 J jnl
Asynchronous Linear Modulation Classification With Multiple Sensors via Generalized EM Algorithm.
IEEE Trans. Wirel. Commun.
Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su
2015 J jnl
Collaborative Compressive Detection with Physical Layer Secrecy Constraints.
CoRR
Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney
2015 J jnl
Compressive Sensing Based Probabilistic Sensor Management for Target Tracking in Wireless Sensor Networks.
IEEE Trans. Signal Process.
Yujiao Zheng, Nianxia Cao, Thakshila Wimalajeewa, Pramod K. Varshney
2015 J jnl
Consensus based Detection in the Presence of Data Falsification Attacks.
CoRR
Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney
2015 — conf
Decision fusion by people: Experiments, models, and sociotechnical system design.
GlobalSIP
Aditya Vempaty, Lav R. Varshney, Gregory J. Koop, Amy H. Criss, Pramod K. Varshney
2015 — conf
Design of transmit-diversity schemes in detection networks under secrecy constraints.
Allerton
V. Sriram Siddhardh Nadendla, Sijia Liu, Pramod K. Varshney
2015 J jnl
Detection of Dependent Heavy-Tailed Signals.
IEEE Trans. Signal Process.
Arun Subramanian, Ashok Sundaresan, Pramod K. Varshney
2015 J jnl
Distributed Bayesian Detection in the Presence of Byzantine Data.
IEEE Trans. Signal Process.
Bhavya Kailkhura, Yunghsiang Sam Han, Swastik Brahma, Pramod K. Varshney
2015 J jnl
Distributed Detection Over Channels with Memory.
IEEE Signal Process. Lett.
Nilanjan Biswas, Priyadip Ray, Pramod K. Varshney
2015 J jnl
Distributed Inference in Tree Networks Using Coding Theory.
IEEE Trans. Signal Process.
Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney
2015 J jnl
Distributed Inference in the Presence of Eavesdroppers: A Survey.
CoRR
Bhavya Kailkhura, V. Sriram Siddhardh Nadendla, Pramod K. Varshney
2015 J jnl
Distributed Maximum Likelihood Classification of Linear Modulations Over Nonidentical Flat Block-Fading Gaussian Channels.
IEEE Trans. Wirel. Commun.
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
2015 — conf
Distributed asynchronous modulation classification based on hybrid maximum likelihood approach.
MILCOM
Thakshila Wimalajeewa, Jithin Jagannath, Pramod K. Varshney, Andrew L. Drozd, Wei Su
2015 C conf
Distributed classification under statistical dependence with application to automatic modulation classification.
FUSION
Hao He, Sora Choi, Pramod K. Varshney, Wei Su
2015 J jnl
Distributed inference in the presence of eavesdroppers: a survey.
IEEE Commun. Mag.
Bhavya Kailkhura, V. Sriram Siddhardh Nadendla, Pramod K. Varshney
2015 J jnl
Fusing Censored Dependent Data for Distributed Detection.
CoRR
Hao He, Pramod K. Varshney
2015 J jnl
Fusing Censored Dependent Data for Distributed Detection.
IEEE Trans. Signal Process.
Hao He, Pramod K. Varshney
2015 — conf
Helicopter classification via period estimation and time-frequency masks.
CAMSAP
Rui Zhang, Gang Li, Carmine Clemente, Pramod K. Varshney
2015 B conf
Information-dispersal games for security in cognitive-radio networks.
ISIT
V. Sriram Siddhardh Nadendla, Yunghsiang Sam Han, Pramod K. Varshney
2015 J jnl
Introduction to the Issue on Signal Processing for Situational Awareness From Networked Sensors and Social Media.
IEEE J. Sel. Top. Signal Process.
Amit K. Roy-Chowdhury, Mohan S. Kankanhalli, Janusz Konrad, Christian Micheloni, Pramod K. Varshney
2015 J jnl
Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing in Sensor Networks.
CoRR
Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney
2015 Misc conf
Joint sparsity pattern recovery with 1-bit compressive sensing in sensor networks.
ACSSC
Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Sijia Liu, Pramod K. Varshney
2015 J jnl
Matching-based Spectrum Allocation in Cognitive Radio Networks.
CoRR
Raghed El-Bardan, Walid Saad, Swastik Brahma, Pramod K. Varshney
2015 J jnl
Measurement Matrix Design for Compressive Detection with Secrecy Guarantees.
CoRR
Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney
2015 Misc conf
On optimal sensor collaboration for distributed estimation with individual power constraints.
ACSSC
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2015 J jnl
On performance limits of image segmentation algorithms.
Comput. Vis. Image Underst.
Renbin Peng, Pramod K. Varshney
2015 J jnl
Optimal Auction Design with Quantized Bids.
CoRR
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
2015 J jnl
Resource Allocation and Outage Analysis for An Adaptive Cognitive Two-Way Relay Network.
CoRR
Qunwei Li, Pramod K. Varshney
2015 J jnl
Sensor Selection for Target Tracking in Wireless Sensor Networks with Uncertainty.
CoRR
Nianxia Cao, Sora Choi, Engin Masazade, Pramod K. Varshney
2015 Misc conf
Sensor selection with correlated measurements for target tracking in wireless sensor networks.
ICASSP
Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney
2015 Misc conf
Social media data assisted inference with application to stock prediction.
ACSSC
Hao He, Arun Subramanian, Sora Choi, Pramod K. Varshney, Thyagaraju R. Damarla
2015 J jnl
Sparsity-Aware Sensor Collaboration for Linear Coherent Estimation.
IEEE Trans. Signal Process.
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2015 C conf
Sparsity-promoting sensor management for estimation: An energy balance point of view.
FUSION
Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney
2015 J jnl
Subspace Recovery From Structured Union of Subspaces.
IEEE Trans. Inf. Theory
Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney
2015 J jnl
Target Tracking via Crowdsourcing: A Mechanism Design Approach.
IEEE Trans. Signal Process.
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
2015 J jnl
Update-Efficient Error-Correcting Product-Matrix Codes.
IEEE Trans. Commun.
Yunghsiang Sam Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney
2015 J jnl
Wireless Compressive Sensing Over Fading Channels With Distributed Sparse Random Projections.
IEEE Trans. Signal Inf. Process. over Networks
Thakshila Wimalajeewa, Pramod K. Varshney
2015 J jnl
Wireless Compressive Sensing Over Fading Channels with Distributed Sparse Random Projections.
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney
2014 Misc conf
A decentralized framework for linear coherent estimation with spatial collaboration.
ICASSP
Swarnendu Kar, Pramod K. Varshney
2014 J jnl
A novel approach to dictionary construction for automatic modulation classification.
J. Frankl. Inst.
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
2014 Misc conf
Assuring privacy and reliability in crowdsourcing with coding.
ITA
Lav R. Varshney, Aditya Vempaty, Pramod K. Varshney
2014 J jnl
Asymptotic Analysis of Distributed Bayesian Detection with Byzantine Data.
CoRR
Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney
2014 J jnl
Asymptotic Performance of Categorical Decision Making with Random Thresholds.
IEEE Signal Process. Lett.
Thakshila Wimalajeewa, Pramod K. Varshney
2014 Misc conf
Coding theory for reliable signal processing.
ICNC
Aditya Vempaty, Yunghsiang S. Han, Lav R. Varshney, Pramod K. Varshney
2014 J jnl
Decentralized Subspace Pursuit for Joint Sparsity Pattern Recovery.
CoRR
Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney
2014 J jnl
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery.
CoRR
Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney
2014 Misc conf
Decentralized subspace pursuit for joint sparsity pattern recovery.
ICASSP
Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney
2014 J jnl
Design of Binary Quantizers for Distributed Detection under Secrecy Constraints.
CoRR
V. Sriram Siddhardh Nadendla, Pramod K. Varshney
2014 B conf
Distributed Compressive Detection with Perfect Secrecy.
MASS
Bhavya Kailkhura, Thakshila Wimalajeewa, Lixin Shen, Pramod K. Varshney
2014 J jnl
Distributed Detection in Tree Networks: Byzantines and Mitigation Techniques.
CoRR
Bhavya Kailkhura, Swastik Brahma, Berkan Dulek, Yunghsiang S. Han, Pramod K. Varshney
2014 J jnl
Distributed Detection in Tree Topologies With Byzantines.
IEEE Trans. Signal Process.
Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney
2014 J jnl
Distributed Inference With M-Ary Quantized Data in the Presence of Byzantine Attacks.
IEEE Trans. Signal Process.
V. Sriram Siddhardh Nadendla, Yunghsiang S. Han, Pramod K. Varshney
2014 J jnl
Distributed Inference in Tree Networks using Coding Theory.
CoRR
Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney
2014 Misc conf
Distributed detection with censoring sensors under dependent observations.
ICASSP
Hao He, Pramod K. Varshney
2014 — conf
Diversity and System Security: A Game Theoretic Perspective.
MILCOM
Swastik Brahma, Kevin A. Kwiat, Pramod K. Varshney, Charles A. Kamhoua
2014 J jnl
Energy-Aware Sensor Selection in Field Reconstruction.
IEEE Signal Process. Lett.
Sijia Liu, Aditya Vempaty, Makan Fardad, Engin Masazade, Pramod K. Varshney
2014 J jnl
False discovery rate based distributed detection in the presence of Byzantines.
IEEE Trans. Aerosp. Electron. Syst.
Aditya Vempaty, Priyadip Ray, Pramod K. Varshney
2014 J jnl
Hybrid Maximum Likelihood Based Linear Modulation Classification with Multiple Sensors via Generalized EM Algorithm.
CoRR
Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su
2014 Misc conf
Market based sensor mobility management for target localization.
ACSSC
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
2014 J jnl
Micro-Doppler Parameter Estimation via Parametric Sparse Representation and Pruned Orthogonal Matching Pursuit.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gang Li, Pramod K. Varshney
2014 J jnl
Modulation Discovery Over Arbitrary Additive Noise Channels Based on the Richardson-Lucy Algorithm.
IEEE Signal Process. Lett.
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
2014 — conf
Multisensor Modulation Classification (MMC): Implementation Considerations - USRP Case Study.
MILCOM
Svetlana Foulke, Jithin Jagannath, Andrew L. Drozd, Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su
2014 — conf
Multistatic radar imaging via decentralized and collaborative subspace pursuit.
DSP
Gang Li, Pramod K. Varshney, Yimin D. Zhang
2014 J jnl
Noise-Enhanced Information Systems.
Proc. IEEE
Hao Chen, Lav R. Varshney, Pramod K. Varshney
2014 J jnl
OMP Based Joint Sparsity Pattern Recovery Under Communication Constraints.
IEEE Trans. Signal Process.
Thakshila Wimalajeewa, Pramod K. Varshney
2014 — conf
On ARQ-based wireless communication systems in the presence of a strategic jammer.
GlobalSIP
Raghed El-Bardan, V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney
2014 J jnl
On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks.
CoRR
Aditya Vempaty, Hao He, Biao Chen, Pramod K. Varshney
2014 J jnl
On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks.
IEEE Trans. Signal Process.
Aditya Vempaty, Hao He, Biao Chen, Pramod K. Varshney
2014 B conf
On optimal sensor collaboration topologies for linear coherent estimation.
ISIT
Sijia Liu, Makan Fardad, Swarnendu Kar, Pramod K. Varshney
2014 Misc conf
On physical layer secrecy of collaborative compressive detection.
ACSSC
Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney
2014 — conf
On the detection of sparse signals with sensor networks based on subspace pursuit.
GlobalSIP
Hao Zhang, Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney
2014 Misc conf
On the performance analysis of data fusion schemes with Byzantines.
ICASSP
Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney
2014 J jnl
Optimal Auction Mechanism for Spectrum Allocation in Cognitive Radio Networks under Uncertain Spectrum Availability.
CoRR
V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney
2014 J jnl
Optimal Periodic Sensor Scheduling in Networks of Dynamical Systems.
IEEE Trans. Signal Process.
Sijia Liu, Makan Fardad, Pramod K. Varshney, Engin Masazade
2014 J jnl
Optimal signaling and detector design for M-ary communication systems in the presence of multiple additive noise channels.
Digit. Signal Process.
Berkan Dulek, Mehmet Emin Tutay, Sinan Gezici, Pramod K. Varshney
2014 J jnl
Permutation Trellis Coded Multi-level FSK Signaling to Mitigate Primary User Interference in Cognitive Radio Networks.
CoRR
Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Yunghsiang S. Han, Pramod K. Varshney
2014 Misc conf
Power control with jammer location uncertainty: A Game Theoretic perspective.
CISS
Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney
2014 Misc conf
Probabilistic sensor management for target tracking via compressive sensing.
ICASSP
Yujiao Zheng, Thakshila Wimalajeewa, Pramod K. Varshney
2014 J jnl
Reliable Crowdsourcing for Multi-Class Labeling Using Coding Theory.
IEEE J. Sel. Top. Signal Process.
Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2014 J jnl
Robust distributed maximum likelihood estimation with dependent quantized data.
Autom.
Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu
2014 — ch.
Sensor Fusion.
Computer Vision, A Reference Guide
Pramod K. Varshney
2014 J jnl
Sensor Selection Based on Generalized Information Gain for Target Tracking in Large Sensor Networks.
IEEE Trans. Signal Process.
Xiaojing Shen, Pramod K. Varshney
2014 J jnl
Sensor selection for nonlinear systems in large sensor networks.
IEEE Trans. Aerosp. Electron. Syst.
Xiaojing Shen, Sijia Liu, Pramod K. Varshney
2014 J jnl
Sequential Bayesian Estimation With Censored Data for Multi-Sensor Systems.
IEEE Trans. Signal Process.
Yujiao Zheng, Ruixin Niu, Pramod K. Varshney
2014 Misc conf
Simultaneous detection and estimation based spectrum sharing in cognitive radio networks.
ACSSC
Jyoti Mansukhani, Priyadip Ray, Pramod K. Varshney
2014 J jnl
Sparsity-Aware Sensor Collaboration for Linear Coherent Estimation.
CoRR
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2014 Misc conf
Sparsity-aware field estimation via ordinary Kriging.
ICASSP
Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney
2014 J jnl
Target Localization in Wireless Sensor Networks Using Error Correcting Codes.
IEEE Trans. Inf. Theory
Aditya Vempaty, Yunghsiang S. Han, Pramod K. Varshney
2014 J jnl
Target Tracking via Crowdsourcing: A Mechanism Design Approach.
CoRR
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
2014 — conf
Towards cloud sensing enabled target localization.
Allerton
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
2013 Misc conf
A Game Theoretic power control framework for spectrum sharing in competitive environments.
ACSSC
Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney
2013 — conf
A bilateral-market based mechanism for spectrum allocation in cognitive radio networks.
CAMSAP
V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney
2013 Misc conf
A coalitional game for distributed estimation in wireless sensor networks.
ICASSP
Hao He, Arun Subramanian, Xiaojing Shen, Pramod K. Varshney
2013 Misc conf
A market based dynamic bit allocation scheme for target tracking in wireless sensor networks.
ICASSP
Engin Masazade, Pramod K. Varshney
2013 C conf
A multiobjective optimization based sensor selection method for target tracking in Wireless Sensor Networks.
FUSION
Nianxia Cao, Engin Masazade, Pramod K. Varshney
2013 Misc conf
Adaptive non-myopic quantizer design for target tracking in wireless sensor networks.
ACSSC
Sijia Liu, Engin Masazade, Xiaojing Shen, Pramod K. Varshney
2013 — conf
An incentive-based mechanism for location estimation in wireless sensor networks.
GlobalSIP
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
2013 B conf
Asynchronous hybrid maximum likelihood classification of linear modulations.
GLOBECOM
Onur Ozdemir, Pramod K. Varshney, Wei Su
2013 J jnl
Channel-Aware Tracking in Multi-Hop Wireless Sensor Networks with Quantized Measurements.
IEEE Trans. Aerosp. Electron. Syst.
Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney
2013 J jnl
Collaborative Human Decision Making With Random Local Thresholds.
IEEE Trans. Signal Process.
Thakshila Wimalajeewa, Pramod K. Varshney
2013 Misc conf
Cooperative sparsity pattern recovery in distributed networks via distributed-OMP.
ICASSP
Thakshila Wimalajeewa, Pramod K. Varshney
2013 J jnl
Dimensionality Reduction for Registration of High-Dimensional Data Sets.
IEEE Trans. Image Process.
Min Xu, Hao Chen, Pramod K. Varshney
2013 J jnl
Distributed Bayesian Detection with Byzantine Data.
CoRR
Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney
2013 J jnl
Distributed Detection in Tree Topologies with Byzantines.
CoRR
Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney
2013 J jnl
Distributed Inference with Byzantine Data: State-of-the-Art Review on Data Falsification Attacks.
IEEE Signal Process. Mag.
Aditya Vempaty, Lang Tong, Pramod K. Varshney
2013 J jnl
Distributed Inference with M-ary Quantized Data in the Presence of Byzantine Attacks.
CoRR
V. Sriram Siddhardh Nadendla, Yunghsiang S. Han, Pramod K. Varshney
2013 — conf
Further results on noise-enhanced distributed inference in the presence of Byzantines.
WPMC
Aditya Vempaty, V. Sriram Siddhardh Nadendla, Pramod K. Varshney
2013 Misc conf
Fusion of quantized data for Bayesian estimation aided by controlled noise.
ICASSP
Yujiao Zheng, Ruixin Niu, Pramod K. Varshney
2013 J jnl
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios
CoRR
Onur Ozdemir, Ruoyu Li, Pramod K. Varshney
2013 J jnl
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios.
IEEE Commun. Lett.
Onur Ozdemir, Ruoyu Li, Pramod K. Varshney
2013 J jnl
Joint Sparsity Pattern Recovery under Communication Constraints: Greedy Approaches.
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney
2013 J jnl
Linear Coherent Estimation With Spatial Collaboration.
IEEE Trans. Inf. Theory
Swarnendu Kar, Pramod K. Varshney
2013 J jnl
Localization in Wireless Sensor Networks: Byzantines and Mitigation Techniques.
IEEE Trans. Signal Process.
Aditya Vempaty, Onur Ozdemir, Keshav Agrawal, Hao Chen, Pramod K. Varshney
2013 J jnl
Noise-refined image enhancement using multi-objective optimisation.
IET Image Process.
Renbin Peng, Pramod K. Varshney
2013 — conf
On optimal periodic sensor scheduling for field estimation in wireless sensor networks.
GlobalSIP
Sijia Liu, Makan Fardad, Engin Masazade, Pramod K. Varshney
2013 Misc conf
Optimal Byzantine attacks on distributed detection in tree-based topologies.
ICNC
Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney
2013 J jnl
Optimal Periodic Sensor Scheduling in Large-Scale Dynamical Networks
CoRR
Sijia Liu, Makan Fardad, Engin Masazade, Pramod K. Varshney
2013 B conf
Optimal channel switching in the presence of stochastic signaling.
ISIT
Berkan Dulek, Pramod K. Varshney, Mehmet Emin Tutay, Sinan Gezici
2013 Misc conf
Optimal distributed detection in the presence of Byzantines.
ICASSP
Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney
2013 Misc conf
Optimal quantizers for distributed Bayesian estimation.
ICASSP
Aditya Vempaty, Biao Chen, Pramod K. Varshney
2013 J jnl
Optimum Power Randomization for the Minimization of Outage Probability.
IEEE Trans. Wirel. Commun.
Berkan Dulek, N. Denizcan Vanli, Sinan Gezici, Pramod K. Varshney
2013 J jnl
Recovery of Sparse Matrices via Matrix Sketching.
CoRR
Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney
2013 J jnl
Reliable Crowdsourcing for Multi-Class Labeling using Coding Theory.
CoRR
Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2013 Misc conf
Reliable classification by unreliable crowds.
ICASSP
Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2013 J jnl
Subspace Detection from Structured Union of Subspaces via Linear Sampling
CoRR
Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney
2013 Misc conf
Target localization in Wireless Sensor Networks using error correcting codes in the presence of Byzantines.
ICASSP
Aditya Vempaty, Yunghsiang S. Han, Pramod K. Varshney
2013 C conf
Target tracking in Wireless Sensor Networks in the presence of Byzantines.
FUSION
Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney
2013 J jnl
Update-Efficient Error-Correcting Regenerating Codes
CoRR
Yunghsiang Sam Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney
2013 J jnl
Update-Efficient Regenerating Codes with Minimum Per-Node Storage
CoRR
Yunghsiang S. Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney
2013 B conf
Update-efficient regenerating codes with minimum per-node storage.
ISIT
Yunghsiang S. Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney
2012 J jnl
A New Framework for Distributed Detection With Conditionally Dependent Observations.
IEEE Trans. Signal Process.
Hao Chen, Biao Chen, Pramod K. Varshney
2012 — conf
A cross layer routing protocol for cognitive radio networks using channel activity tracking.
ACSCC
Sandeep Gogineni, Onur Ozdemir, Engin Masazade, Chilukuri K. Mohan, Pramod K. Varshney
2012 J jnl
Accurate Estimation of Gaseous Strength using Transient Data
CoRR
Swarnendu Kar, Pramod K. Varshney
2012 Misc conf
An approximate dynamic programming based non-myopic sensor selection method for target tracking.
CISS
Engin Masazade, Ruixin Niu, Pramod K. Varshney
2012 — conf
An auction-based mechanism for dynamic spectrum allocation in participatory cognitive radio networks.
Allerton Conference
V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney
2012 J jnl
Asymptotic Properties of Likelihood Based Linear Modulation Classification Systems
CoRR
Onur Ozdemir, Pramod K. Varshney, Wei Su, Andrew L. Drozd
2012 C conf
Collaborative human decision fusion with uncertain individual thresholds.
FUSION
Thakshila Wimalajeewa, Pramod K. Varshney
2012 J jnl
Controlled Collaboration for Linear Coherent Estimation in Wireless Sensor Networks
CoRR
Swarnendu Kar, Pramod K. Varshney
2012 — conf
Controlled collaboration for linear coherent estimation in wireless sensor networks.
Allerton Conference
Swarnendu Kar, Pramod K. Varshney
2012 J jnl
Cooperative Sparsity Pattern Recovery in Distributed Networks Via Distributed-OMP
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney
2012 J jnl
Cramér-Rao Bounds for Polynomial Signal Estimation Using Sensors With AR(1) Drift.
IEEE Trans. Signal Process.
Swarnendu Kar, Pramod K. Varshney, Marimuthu Palaniswami
2012 J jnl
Cramér-Rao Bounds for Polynomial Signal Estimation using Sensors with AR(1) Drift
CoRR
Swarnendu Kar, Pramod K. Varshney, Marimuthu Palaniswami
2012 J jnl
Distributed Bayesian Detection Under Unknown Observation Statistics
CoRR
Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu
2012 J jnl
Distributed in-network path planning for sensor network navigation in dynamic hazardous environments.
Wirel. Commun. Mob. Comput.
Dazhi Chen, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney
2012 J jnl
Dynamic Bit Allocation for Object Tracking in Wireless Sensor Networks.
IEEE Trans. Signal Process.
Engin Masazade, Ruixin Niu, Pramod K. Varshney
2012 C conf
Energy efficiency in fading interference channels under QoS constraints.
ISITA
Mustafa Ozmen, Mustafa Cenk Gursoy, Pramod K. Varshney
2012 J jnl
Fusing Dependent Decisions for Hypothesis Testing With Heterogeneous Sensors.
IEEE Trans. Signal Process.
Satish G. Iyengar, Ruixin Niu, Pramod K. Varshney
2012 C conf
Fusing heterogeneous data for detection under non-stationary dependence.
FUSION
Hao He, Arun Subramanian, Pramod K. Varshney, Thyagaraju R. Damarla
2012 — conf
Fusion of multiple microphone arrays for blind source separation and localization.
SAM
Tao Wu, Longji Sun, Qi Cheng, Pramod K. Varshney
2012 J jnl
Linear Coherent Estimation with Spatial Collaboration
CoRR
Swarnendu Kar, Pramod K. Varshney
2012 Misc conf
Mitigation of Byzantine attacks for target location estimation in wireless sensor networks.
CISS
Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney
2012 J jnl
New Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation.
IEEE Trans. Signal Process.
Yujiao Zheng, Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
2012 J jnl
On Linear Coherent Estimation with Spatial Collaboration
CoRR
Swarnendu Kar, Pramod K. Varshney
2012 B conf
On linear coherent estimation with spatial collaboration.
ISIT
Swarnendu Kar, Pramod K. Varshney
2012 Misc conf
On optimization algorithms for the design of multiband cognitive radio networks.
CISS
Ankita Panwar, Piyush Bhardwaj, Onur Ozdemir, Engin Masazade, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd
2012 J jnl
Optimal Identical Binary Quantizer Design for Distributed Estimation
CoRR
Swarnendu Kar, Hao Chen, Pramod K. Varshney
2012 J jnl
Optimal Identical Binary Quantizer Design for Distributed Estimation.
IEEE Trans. Signal Process.
Swarnendu Kar, Hao Chen, Pramod K. Varshney
2012 — conf
Optimal content delivery in DSA networks: A path auction based framework.
ICC
Swastik Brahma, Pramod K. Varshney, Mainak Chatterjee, Kevin A. Kwiat
2012 J jnl
Performance Bounds for Sparsity Pattern Recovery With Quantized Noisy Random Projections.
IEEE J. Sel. Top. Signal Process.
Thakshila Wimalajeewa, Pramod K. Varshney
2012 J jnl
Performance Limits of Compressive Sensing-Based Signal Classification.
IEEE Trans. Signal Process.
Thakshila Wimalajeewa, Hao Chen, Pramod K. Varshney
2012 — conf
Performance of Permutation Trellis Codes in Cognitive Radio Networks.
Sarnoff Symposium
Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Pramod K. Varshney
2012 J jnl
Robust Distributed Maximum Likelihood Estimation with Quantized Data
CoRR
Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu
2012 — conf
Sequential Bayesian estimation with censored data.
SSP
Yujiao Zheng, Ruixin Niu, Pramod K. Varshney
2012 J jnl
Sparsity-Promoting Extended Kalman Filtering for Target Tracking in Wireless Sensor Networks.
IEEE Signal Process. Lett.
Engin Masazade, Makan Fardad, Pramod K. Varshney
2012 J jnl
Spatial Whitening Framework for Distributed Estimation
CoRR
Swarnendu Kar, Pramod K. Varshney, Hao Chen
2012 C conf
Tandem distributed detection with conditionally dependent observations.
FUSION
Pengfei Yang, Biao Chen, Hao Chen, Pramod K. Varshney
2012 J jnl
Target Localization and Tracking in Noncoherent Multiple-Input Multiple-Output Radar Systems.
IEEE Trans. Aerosp. Electron. Syst.
Ruixin Niu, Rick S. Blum, Pramod K. Varshney, Andrew L. Drozd
2012 — conf
Temporally staggered sensing for field estimation with quantized data in wireless sensor networks.
SSP
Sijia Liu, Engin Masazade, Pramod K. Varshney
2012 J jnl
Traffic management in wireless sensor networks: Decoupling congestion control and fairness.
Comput. Commun.
Swastik Brahma, Mainak Chatterjee, Kevin A. Kwiat, Pramod K. Varshney
2011 J jnl
A Parametric Copula-Based Framework for Hypothesis Testing Using Heterogeneous Data.
IEEE Trans. Signal Process.
Satish G. Iyengar, Pramod K. Varshney, Thyagaraju R. Damarla
2011 B conf
A non-parametric approach for spectrum sensing with multiple antenna cognitive radios in the presence of Non-Gaussian noise.
WCNC
Thakshila Wimalajeewa, Pramod K. Varshney
2011 J jnl
Accurate Estimation of Gaseous Strength Using Transient Data.
IEEE Trans. Instrum. Meas.
Swarnendu Kar, Pramod K. Varshney
2011 B conf
Adaptive learning of Byzantines' behavior in cooperative spectrum sensing.
WCNC
Aditya Vempaty, Keshav Agrawal, Hao Chen, Pramod K. Varshney
2011 J jnl
An Image Fusion Approach Based on Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens.
Min Xu, Hao Chen, Pramod K. Varshney
2011 J jnl
An Optimum Land Cover Mapping Algorithm in the Presence of Shadows.
IEEE J. Sel. Top. Signal Process.
Teerasit Kasetkasem, Pramod K. Varshney
2011 — ch.
Bounding the performance of image registration.
Image Registration for Remote Sensing
Min Xu, Pramod K. Varshney
2011 C conf
Channel aware target tracking in multi-hop wireless sensor networks.
FUSION
Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney
2011 J jnl
Collaborative Spectrum Sensing in the Presence of Byzantine Attacks in Cognitive Radio Networks.
IEEE Trans. Signal Process.
Ankit Singh Rawat, Priyank Anand, Hao Chen, Pramod K. Varshney
2011 J jnl
Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation.
IEEE Trans. Signal Process.
Long Zuo, Ruixin Niu, Pramod K. Varshney
2011 J jnl
Copula-Based Fusion of Correlated Decisions.
IEEE Trans. Aerosp. Electron. Syst.
Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao
2011 J jnl
Dynamic Bit Allocation for Object Tracking in Bandwidth Limited Sensor Networks
CoRR
Engin Masazade, Ruixin Niu, Pramod K. Varshney
2011 C conf
Dynamic bandwidth allocation for target tracking in wireless sensor networks.
FUSION
Engin Masazade, Ruixin Niu, Pramod K. Varshney
2011 J jnl
False Discovery Rate Based Sensor Decision Rules for the Network-Wide Distributed Detection Problem.
IEEE Trans. Aerosp. Electron. Syst.
Priyadip Ray, Pramod K. Varshney
2011 C conf
Fusion for the detection of dependent signals using multivariate copulas.
FUSION
Arun Subramanian, Ashok Sundaresan, Pramod K. Varshney
2011 — ch.
Image registration using mutual information.
Image Registration for Remote Sensing
Arlene A. Cole-Rhodes, Pramod K. Varshney
2011 J jnl
Improving Subpixel Classification by Incorporating Prior Information in Linear Mixture Models.
IEEE Trans. Geosci. Remote. Sens.
Teerasit Kasetkasem, Manoj K. Arora, Pramod K. Varshney, Vutipong Areekul
2011 J jnl
Location Estimation of a Random Signal Source Based on Correlated Sensor Observations.
IEEE Trans. Signal Process.
Ashok Sundaresan, Pramod K. Varshney
2011 — conf
Minimax games for cooperative spectrum sensing in a centralized cognitive radio network in the presence of interferers.
MILCOM
V. Sriram Siddhardh Nadendla, Hao Chen, Pramod K. Varshney
2011 — ed.
Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 - July 1, 2011, Proceedings, Part I
IEA/AIE (1)
Kishan G. Mehrotra, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Moonis Ali
2011 — ed.
Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 - July 1, 2011, Proceedings, Part II
IEA/AIE (2)
Kishan G. Mehrotra, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Moonis Ali
2011 Misc conf
Modified Bayesian Cramé R-rao lower bound for nonlinear tracking.
ICASSP
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney, Andrew L. Drozd
2011 — conf
On noise-enhanced distributed inference in the presence of Byzantines.
Allerton
Mukul Gagrani, Pranay Sharma, Satish G. Iyengar, V. Sriram Siddhardh Nadendla, Aditya Vempaty, Hao Chen, Pramod K. Varshney
2011 J jnl
Polarity-Coincidence-Array Based Spectrum Sensing for Multiple Antenna Cognitive Radios in the Presence of Non-Gaussian Noise.
IEEE Trans. Wirel. Commun.
Thakshila Wimalajeewa, Pramod K. Varshney
2011 J jnl
Radar Target Detection Framework Based on False Discovery Rate.
IEEE Trans. Aerosp. Electron. Syst.
Priyadip Ray, Pramod K. Varshney
2011 — conf
Spatial whitening framework for distributed estimation.
CAMSAP
Swarnendu Kar, Pramod K. Varshney, Hao Chen
2011 B conf
Successful Communications in a Cognitive Radio Network with Transmission Hyperspace.
GLOBECOM
Onur Ozdemir, Andrew L. Drozd, Engin Masazade, Pramod K. Varshney
2011 — conf
Target localization in Wireless Sensor Networks with quantized data in the presence of Byzantine attacks.
ACSCC
Keshav Agrawal, Aditya Vempaty, Hao Chen, Pramod K. Varshney
2010 J jnl
A Multiobjective Optimization Approach to Obtain Decision Thresholds for Distributed Detection in Wireless Sensor Networks.
IEEE Trans. Syst. Man Cybern. Part B
Engin Masazade, Ramesh Rajagopalan, Pramod K. Varshney, Chilukuri K. Mohan, Gullu Kiziltas Sendur, Mehmet Keskinöz
2010 Misc conf
A novel framework for distributed detection with dependent observations.
ICASSP
Hao Chen, Pramod K. Varshney, Biao Chen
2010 Misc conf
A probabilistic transmission scheme for distributed estimation in wireless sensor networks.
CISS
Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz
2010 C conf
Channel aware iterative source localization for wireless sensor networks.
FUSION
Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz
2010 C conf
Closed-form performance for location estimation based on quantized data in sensor networks.
FUSION
Yujiao Zheng, Ruixin Niu, Pramod K. Varshney
2010 Misc conf
Collaborative spectrum sensing in the presence of Byzantine attacks in Cognitive Radio Networks.
COMSNETS
Priyank Anand, Ankit Singh Rawat, Hao Chen, Pramod K. Varshney
2010 Misc conf
Countering byzantine attacks in cognitive radio networks.
ICASSP
Ankit Singh Rawat, Priyank Anand, Hao Chen, Pramod K. Varshney
2010 Misc conf
Dynamic bit allocation for target tracking in sensor networks with quantized measurements.
ICASSP
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
2010 J jnl
Energy aware iterative source localization for wireless sensor networks.
IEEE Trans. Signal Process.
Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz
2010 — conf
Feature Selection and Occupancy Classification Using Seismic Sensors.
IEA/AIE (2)
Arun Subramanian, Kishan G. Mehrotra, Chilukuri K. Mohan, Pramod K. Varshney, Thyagaraju R. Damarla
2010 Misc conf
Noise-refined image enhancement using multi-objective optimization.
CISS
Renbin Peng, Hao Chen, Pramod K. Varshney
2010 J jnl
Nonparametric one-bit quantizers for distributed estimation.
IEEE Trans. Signal Process.
Hao Chen, Pramod K. Varshney
2010 J jnl
Performance limit for distributed estimation systems with identical one-bit quantizers.
IEEE Trans. Signal Process.
Hao Chen, Pramod K. Varshney
2010 Misc conf
Quantifying EEG synchrony using copulas.
ICASSP
Satish G. Iyengar, Justin Dauwels, Pramod K. Varshney, Andrzej Cichocki
2010 J jnl
Response to the comments "Contrast sensitivity function - A Correction" by Y. Han, X. Xu and Y. Cai.
Inf. Fusion
Hao Chen, Pramod K. Varshney
2010 J jnl
Sampling schemes for sequential detection with dependent observations.
IEEE Trans. Signal Process.
Ruixin Niu, Pramod K. Varshney
2009 J jnl
A Subspace Method for Fourier-Based Image Registration.
IEEE Geosci. Remote. Sens. Lett.
Min Xu, Pramod K. Varshney
2009 Misc conf
A parametric copula based framework for multimodal signal processing.
ICASSP
Satish G. Iyengar, Pramod K. Varshney, Thyagaraju R. Damarla
2009 Misc conf
An energy efficient iterative method for source localization in wireless sensor networks.
CISS
Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz
2009 J jnl
Channel Aware Target Localization With Quantized Data in Wireless Sensor Networks.
IEEE Trans. Signal Process.
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
2009 C conf
Closed-form performance for location estimation based on fused data in a sensor network.
FUSION
Ruixin Niu, Pramod K. Varshney
2009 C conf
Conditional Posterior Cramér-Rao lower bounds for nonlinear recursive filtering.
FUSION
Long Zuo, Ruixin Niu, Pramod K. Varshney
2009 B conf
Conditional dependence in distributed detection: How far can we go?
ISIT
Hao Chen, Pramod K. Varshney, Biao Chen
2009 J jnl
Connectivity analysis of wireless sensor networks with regular topologies in the presence of channel fading.
IEEE Trans. Wirel. Commun.
Ramesh Rajagopalan, Pramod K. Varshney
2009 Misc conf
Distributed detection of a nuclear radioactive source based on a hierarchical source model.
ICASSP
Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao
2009 Misc conf
Distributed estimation using binary data transmitted over fading channels.
ICASSP
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
2009 C conf
Dynamic and Evolutionary Multi-objective Optimization for Sensor Selection in Sensor Networks for Target Tracking.
IJCCI
Nikhil Padhye, Long Zuo, Chilukuri K. Mohan, Pramod K. Varshney
2009 — ch.
Embodied Cognition-Based Distributed Spectrum Sensing for Autonomic Wireless Systems.
Autonomic Computing and Networking
Luca Bixio, Andrea F. Cattoni, Carlo S. Regazzoni, Pramod K. Varshney
2009 J jnl
Estimation of spatially distributed processes in wireless sensor networks with random packet loss.
IEEE Trans. Wirel. Commun.
Priyadip Ray, Pramod K. Varshney
2009 J jnl
Further Results on the Optimality of the Likelihood-Ratio Test for Local Sensor Decision Rules in the Presence of Nonideal Channels.
IEEE Trans. Inf. Theory
Hao Chen, Biao Chen, Pramod K. Varshney
2009 — ch.
Geographic Routing in Wireless Ad Hoc Networks.
Guide to Wireless Ad Hoc Networks
Dazhi Chen, Pramod K. Varshney
2009 J jnl
Noise Enhanced Nonparametric Detection.
IEEE Trans. Inf. Theory
Hao Chen, Pramod K. Varshney, Steven M. Kay, James H. Michels
2009 J jnl
Noise-Enhanced Detection of Micro-Calcifications in Digital Mammograms.
IEEE J. Sel. Top. Signal Process.
Renbin Peng, Hao Chen, Pramod K. Varshney
2009 Misc conf
On localizing the source of random signals using sensor networks.
CISS
Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao
2009 B conf
Registration of high-dimensional remote sensing data based on a new dimensionality reduction rule.
ICIP
Min Xu, Hao Chen, Pramod K. Varshney
2009 — conf
Strategies for Sensor Selection in Monitoring Toxic Chemical Diffusion Scenarios.
SNA
Nikhil Padhye, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney
2009 J jnl
Tracking in wireless sensor networks using particle filtering: physical layer considerations.
IEEE Trans. Signal Process.
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
2009 J jnl
Ziv-zakai bounds on image registration.
IEEE Trans. Signal Process.
Min Xu, Hao Chen, Pramod K. Varshney
2008 Misc conf
A novel approach for image fusion based on Markov Random Fields.
CISS
Min Xu, Hao Chen, Pramod K. Varshney
2008 Misc conf
A sensor selection approach for target tracking in sensor networks with quantized measurements.
ICASSP
Long Zuo, Ruixin Niu, Pramod K. Varshney
2008 — conf
Adaptive local quantizer design for tracking in a wireless sensor network.
ACSCC
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
2008 Misc conf
Cooperative relay for decentralized detection.
ICASSP
Hao Chen, Pramod K. Varshney, Biao Chen
2008 C conf
Curvature nonlinearity measure and filter divergence detector for nonlinear tracking problems.
FUSION
Ruixin Niu, Pramod K. Varshney, Mark G. Alford, Adnan Bubalo, Eric K. Jones, Maria Scalzo
2008 B conf
Digital mammogram enhancement based on ROI enhancement and background suppression.
Image Processing
Renbin Peng, Pramod K. Varshney, Hao Chen, James H. Michels
2008 J jnl
Distributed Detection in Wireless Sensor Networks Using Dynamic Sensor Thresholds.
Int. J. Distributed Sens. Networks
Priyadip Ray, Pramod K. Varshney
2008 — conf
Evaluation of local decision thresholds for distributed detection in wireless sensor networks using multiobjective optimization.
ACSCC
Engin Masazade, Ramesh Rajagopalan, Pramod K. Varshney, Gullu Kiziltas Sendur, Mehmet Keskinöz
2008 J jnl
Improving Sequential Detection Performance Via Stochastic Resonance.
IEEE Signal Process. Lett.
Hao Chen, Pramod K. Varshney, James H. Michels
2008 B conf
In-network path planning for distributed sensor network navigation in dynamic environments.
MASS
Dazhi Chen, Bhagavath Kumar, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney
2008 B conf
Neuronal nuclei localization in 3D using level set and watershed segmentation from laser scanning microscopy images.
Image Processing
Yingxuan Zhu, Eric Olson, Arun Subramanian, David H. Feiglin, Pramod K. Varshney, Andrzej Król
2008 J jnl
Noise Enhanced Parameter Estimation.
IEEE Trans. Signal Process.
Hao Chen, Pramod K. Varshney, James H. Michels
2008 B conf
Nonparametric one-bit quantizers for distributed estimation.
ISIT
Hao Chen, Pramod K. Varshney
2008 J jnl
Performance Analysis of Distributed Detection in a Random Sensor Field.
IEEE Trans. Signal Process.
Ruixin Niu, Pramod K. Varshney
2008 J jnl
Theory of the Stochastic Resonance Effect in Signal Detection - Part II: Variable Detectors.
IEEE Trans. Signal Process.
Hao Chen, Pramod K. Varshney
2007 J jnl
A human perception inspired quality metric for image fusion based on regional information.
Inf. Fusion
Hao Chen, Pramod K. Varshney
2007 C conf
A novel framework for the network-wide distributed detection problem.
FUSION
Priyadip Ray, Pramod K. Varshney, Ruixin Niu
2007 J jnl
A survey of void handling techniques for geographic routing in wireless networks.
IEEE Commun. Surv. Tutorials
Dazhi Chen, Pramod K. Varshney
2007 J jnl
An Acknowledgment-Based Approach for the Detection of Routing Misbehavior in MANETs.
IEEE Trans. Mob. Comput.
Kejun Liu, Jing Deng, Pramod K. Varshney, Kashyap Balakrishnan
2007 C conf
Channel aware target localization in wireless sensor networks.
FUSION
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
2007 — conf
Dimensionality Reduction of Hyperspectral Images for Color Display using Segmented Independent Component Analysis.
ICIP (4)
Yingxuan Zhu, Pramod K. Varshney, Hao Chen
2007 C conf
Distributed detection of a nuclear radioactive source using fusion of correlated decisions.
FUSION
Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao
2007 C conf
Evaluation of ICA based fusion of hyperspectral images for color display.
FUSION
Yingxuan Zhu, Pramod K. Varshney, Hao Chen
2007 J jnl
On-demand Geographic Forwarding for data delivery in wireless sensor networks.
Comput. Commun.
Dazhi Chen, Pramod K. Varshney
2007 J jnl
Optimal Transmission Range for Wireless Ad Hoc Networks Based on Energy Efficiency.
IEEE Trans. Commun.
Jing Deng, Yunghsiang S. Han, Po-Ning Chen, Pramod K. Varshney
2007 J jnl
Optimal Transmission Range for Wireless Ad Hoc Networks Based on Energy Efficiency.
IEEE Trans. Commun.
Jing Deng, Yunghsiang S. Han, Po-Ning Chen, Pramod K. Varshney
2007 J jnl
Performance Analysis and Code Design for Minimum Hamming Distance Fusion in Wireless Sensor Networks.
IEEE Trans. Inf. Theory
Chien Yao, Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney
2007 — conf
Posterior Crlb Based Sensor Selection for Target Tracking in Sensor Networks.
ICASSP (2)
Long Zuo, Ruixin Niu, Pramod K. Varshney
2007 J jnl
Quality-Based Fusion of Multiple Video Sensors for Video Surveillance.
IEEE Trans. Syst. Man Cybern. Part B
Lauro Snidaro, Ruixin Niu, Gian Luca Foresti, Pramod K. Varshney
2007 J jnl
Selection of a Forwarding Area for Contention-Based Geographic Forwarding in Wireless Multi-Hop Networks.
IEEE Trans. Veh. Technol.
Dazhi Chen, Jing Deng, Pramod K. Varshney
2007 C conf
Sensor fusion enhancement via optimized stochastic resonance at local sensors.
FUSION
Bin Liu, Satish G. Iyengar, Hao Chen, James H. Michels, Pramod K. Varshney
2007 B conf
Sensor placement for ballistic missile localization using evolutionary algorithms.
SMC
Ramesh Rajagopalan, Ruixin Niu, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd
2007 — conf
Source Localization in Sensor Networks with Rayleigh Faded Signals.
ICASSP (3)
Ruixin Niu, Pramod K. Varshney
2007 J jnl
Temporal uncertainty reasoning networks for evidence fusion with applications to object detection and tracking.
Inf. Fusion
Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney, Jie Yang
2007 J jnl
Theory of the Stochastic Resonance Effect in Signal Detection: Part I-Fixed Detectors.
IEEE Trans. Signal Process.
Hao Chen, Pramod K. Varshney, Steven M. Kay, James H. Michels
2006 J jnl
A Key Predistribution Scheme for Sensor Networks Using Deployment Knowledge.
IEEE Trans. Dependable Secur. Comput.
Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney
2006 J jnl
A combined decision fusion and channel coding scheme for distributed fault-tolerant classification in wireless sensor networks.
IEEE Trans. Wirel. Commun.
Tsang-Yi Wang, Yunghsiang S. Han, Biao Chen, Pramod K. Varshney
2006 C conf
An MRF Based Approach for Simultanous Land Cover Mapping and Cast Shadow Removal.
IGARSS
Teerasit Kasetkasem, Manoj K. Arora, Apisit Eiumnoh, Pramod K. Varshney
2006 — conf
Approaching Near Optimal Detection Performance via Stochastic Resonance.
ICASSP (3)
Hao Chen, Pramod K. Varshney, James H. Michels, Steven M. Kay
2006 C conf
Bandwidth-Efficient Target Tracking In Distributed Sensor Networks Using Particle Filters.
FUSION
Long Zuo, Kishan Mehrotra, Pramod K. Varshney, Chilukuri K. Mohan
2006 C conf
Can addition of noise improve distributed detection performance?
FUSION
Hao Chen, Pramod K. Varshney, James H. Michels, Steven M. Kay
2006 J jnl
Channel-aware distributed detection in wireless sensor networks.
IEEE Signal Process. Mag.
Biao Chen, Lang Tong, Pramod K. Varshney
2006 J jnl
Data-aggregation techniques in sensor networks: A survey.
IEEE Commun. Surv. Tutorials
Ramesh Rajagopalan, Pramod K. Varshney
2006 J jnl
Detection Performance Limits for Distributed Sensor Networks in the Presence of Nonideal Channels.
IEEE Trans. Wirel. Commun.
Qi Cheng, Biao Chen, Pramod K. Varshney
2006 J jnl
Distributed detection in a large wireless sensor network.
Inf. Fusion
Ruixin Niu, Pramod K. Varshney, Qi Cheng
2006 B conf
Fault-Tolerance Analysis of a Wireless Sensor Network with Distributed Classification Codes.
ISIT
Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Chien Yao, Shin-Lin Shieh
2006 J jnl
Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks.
IEEE Trans. Signal Process.
Ruixin Niu, Biao Chen, Pramod K. Varshney
2006 Misc conf
Improving Nonparametric Detectors via Stochastic Resonance.
CISS
Hao Chen, Pramod K. Varshney, Steven Kay, James H. Michels
2006 J jnl
Logistic Regression for Feature Selection and Soft Classification of Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Qi Cheng, Pramod K. Varshney, Manoj K. Arora
2006 Misc conf
On Reliable Transport and Estimation of Spatio-temporal Events Using Wireless Sensor Networks.
CISS
Priyadip Ray, Pramod K. Varshney, Chilukuri K. Mohan
2006 Misc conf
Performance Evaluation of Decision Fusion in Wireless Sensor Networks.
CISS
Ruixin Niu, Pramod K. Varshney
2006 J jnl
Reducing Probability of Decision Error Using Stochastic Resonance.
IEEE Signal Process. Lett.
Steven M. Kay, James H. Michels, Hao Chen, Pramod K. Varshney
2006 — conf
Signal Processing for Hyperspectral Data.
ICASSP (5)
Pramod K. Varshney, Manoj K. Arora, Raghuveer M. Rao
2006 J jnl
Target Location Estimation in Sensor Networks With Quantized Data.
IEEE Trans. Signal Process.
Ruixin Niu, Pramod K. Varshney
2006 — conf
Tighter Performance Bounds on Image Registration.
ICASSP (2)
Min Xu, Pramod K. Varshney
2005 J jnl
A pairwise key predistribution scheme for wireless sensor networks.
ACM Trans. Inf. Syst. Secur.
Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney, Jonathan Katz, Aram Khalili
2005 B conf
A state-free data delivery protocol for multihop wireless sensor networks.
WCNC
Dazhi Chen, Jing Deng, Pramod K. Varshney
2005 J jnl
Adaptive online bandwidth allocation and reservation for QoS sensitive multimedia networks.
Comput. Commun.
Sungwook Kim, Pramod K. Varshney
2005 — conf
An Evolutionary Multi-Objective Crowding Algorithm (EMOCA): Benchmark Test Function Results.
IICAI
Ramesh Rajagopalan, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney
2005 J jnl
An adaptive multimodal biometric management algorithm.
IEEE Trans. Syst. Man Cybern. Part C
Kalyan Veeramachaneni, Lisa Ann Osadciw, Pramod K. Varshney
2005 — conf
Asymptotic performance analysis for minimum Hamming distance fusion [wireless sensor network applications].
ICASSP (4)
Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Chien Yao
2005 J jnl
Balanced-energy sleep scheduling scheme for high-density cluster-based sensor networks.
Comput. Commun.
Jing Deng, Yunghsiang S. Han, Wendi Beth Heinzelman, Pramod K. Varshney
2005 J jnl
Bandwidth management in distributed sequential detection.
IEEE Trans. Inf. Theory
Qi Cheng, Pramod K. Varshney, Kishan G. Mehrotra, Chilukuri K. Mohan
2005 — conf
Decision fusion in a wireless sensor network with a random number of sensors.
ICASSP (4)
Ruixin Niu, Pramod K. Varshney
2005 J jnl
Distributed Detection and Fusion in a Large Wireless Sensor Network of Random Size.
EURASIP J. Wirel. Commun. Netw.
Ruixin Niu, Pramod K. Varshney
2005 J jnl
Distributed fault-tolerant classification in wireless sensor networks.
IEEE J. Sel. Areas Commun.
Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Po-Ning Chen
2005 J jnl
Energy-efficient deployment of Intelligent Mobile sensor networks.
IEEE Trans. Syst. Man Cybern. Part A
Nojeong Heo, Pramod K. Varshney
2005 J jnl
Fault-tolerant distributed classification based on non-binary codes in wireless sensor networks.
IEEE Commun. Lett.
Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney
2005 — conf
Feature subset selection with applications to hyperspectral data.
ICASSP (2)
Hao Chen, Pramod K. Varshney
2005 J jnl
Imaging for concealed weapon detection: a tutorial overview of development in imaging sensors and processing.
IEEE Signal Process. Mag.
Hua-mei Chen, Seungsin Lee, Raghuveer M. Rao, Mohamed-Adel Slamani, Pramod K. Varshney
2005 J jnl
Introduction.
Appl. Intell.
Chilukuri K. Mohan, Pramod K. Varshney
2005 B conf
Multi-objective mobile agent routing in wireless sensor networks.
Congress on Evolutionary Computation
Ramesh Rajagopalan, Chilukuri K. Mohan, Pramod K. Varshney, Kishan Mehrotra
2005 B conf
On the forwarding area of contention-based geographic forwarding for ad hoc and sensor networks.
SECON
Dazhi Chen, Jing Deng, Pramod K. Varshney
2005 J jnl
Performance Evaluation of a Parallel Pipeline Computational Model for Space-Time Adaptive Processing.
J. Supercomput.
Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney
2005 J jnl
Scheduling Sleeping Nodes in High Density Cluster-based Sensor Networks.
Mob. Networks Appl.
Jing Deng, Yunghsiang S. Han, Wendi Rabiner Heinzelman, Pramod K. Varshney
2005 B conf
TWOACK: preventing selfishness in mobile ad hoc networks.
WCNC
Kashyap Balakrishnan, Jing Deng, Pramod K. Varshney
2004 A* conf
A Key Management Scheme for Wireless Sensor Networks Using Deployment Knowledge.
INFOCOM
Wenliang Du, Jing Deng, Yunghsiang S. Han, Shigang Chen, Pramod K. Varshney
2004 — conf
A combined decision fusion and channel coding scheme for fault-tolerant classification in wireless sensor networks.
ICASSP (2)
Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney
2004 C conf
A higher order statistical approach to spectral unmixing of remote sensing imagery.
IGARSS
Chintan A. Shah, Pramod K. Varshney
2004 — conf
An Evolutionary Algorithm Based Approach for Dynamic Thresholding in Multimodal Biometrics.
ICBA
Kalyan Veeramachaneni, Lisa Ann Osadciw, Pramod K. Varshney
2004 — conf
An adaptive bandwidth allocation algorithm for QoS guaranteed multimedia networks.
Communications, Internet, and Information Technology
Sungwook Kim, Pramod K. Varshney
2004 J jnl
An integrated adaptive bandwidth-management framework for QoS-sensitive multimedia cellular networks.
IEEE Trans. Veh. Technol.
Sungwook Kim, Pramod K. Varshney
2004 J jnl
Channel aware decision fusion in wireless sensor networks.
IEEE Trans. Signal Process.
Biao Chen, Ruixiang Jiang, Teerasit Kasetkasem, Pramod K. Varshney
2004 B conf
Detection and tracking of moving objects in image sequences with varying illumination.
ICIP
Min Xu, Ruixin Niu, Pramod K. Varshney
2004 B conf
Optimum transmission range for wireless ad hoc networks.
WCNC
Jing Deng, Yunghsiang Sam Han, Po-Ning Chen, Pramod K. Varshney
2004 — conf
QoS Support in Wireless Sensor Networks: A Survey.
International Conference on Wireless Networks
Dazhi Chen, Pramod K. Varshney
2004 J jnl
Recovery of corrupted DCT coded images based on reference information.
IEEE Trans. Circuits Syst. Video Technol.
Mohamed Bingabr, Pramod K. Varshney
2004 — conf
Sampling schemes for sequential detection in colored noise.
ICASSP (2)
Ruixin Niu, Pramod K. Varshney
2004 C conf
Size-dependent image resampling for mutual information based remote sensing image registration.
IGARSS
Hua-mei Chen, Pramod K. Varshney
2004 B conf
Tuning the carrier sensing range of IEEE 802.11 MAC.
GLOBECOM
Jing Deng, Ben Liang, Pramod K. Varshney
2003 B conf
A distributed self spreading algorithm for mobile wireless sensor networks.
WCNC
Nojeong Heo, Pramod K. Varshney
2003 A* conf
A pairwise key pre-distribution scheme for wireless sensor networks.
CCS
Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney
2003 C conf
A study of joint histogram estimation methods to register multi-sensor remote sensing images using mutual information.
IGARSS
Hua-mei Chen, Pramod K. Varshney, Manoj K. Arora
2003 B conf
A witness-based approach for data fusion assurance in wireless sensor networks.
GLOBECOM
Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney
2003 B conf
Adaptive load balancing with preemption for multimedia cellular networks.
WCNC
Sungwook Kim, Pramod K. Varshney
2003 — conf
An Adaptive QoS Routing Protocol with Dispersity for Ad-hoc Networks.
HICSS
Youngki Hwang, Pramod K. Varshney
2003 J jnl
An equicorrelation-based multiuser communication scheme for DS-CDMA systems.
IEEE Trans. Commun.
Weihua Ye, Pramod K. Varshney
2003 B conf
An image quality measure for image communication.
SMC
Mohamed Bingabr, Pramod K. Varshney, Bart Farell
2003 B conf
An intelligent deployment and clustering algorithm for a distributed mobile sensor network.
SMC
Nojeong Heo, Pramod K. Varshney
2003 B conf
Automatic Camera Selection and Fusion for Outdoor Surveillance under Changing Weather Conditions.
AVSS
Lauro Snidaro, Ruixin Niu, Pramod K. Varshney, Gian Luca Foresti
2003 J jnl
Mutual Information Based CT-MR Brain Image Registration Using Generalized Partial Volume Joint Histogram Estimation.
IEEE Trans. Medical Imaging
Hua-mei Chen, Pramod K. Varshney
2003 B conf
On Registration of Regions of Interest (ROI) in Video Sequences.
AVSS
Hua-mei Chen, Pramod K. Varshney, Mohamed-Adel Slamani
2003 J jnl
Performance of mutual information similarity measure for registration of multitemporal remote sensing images.
IEEE Trans. Geosci. Remote. Sens.
Hua-mei Chen, Pramod K. Varshney, Manoj K. Arora
2003 C conf
Sub-pixel land cover mapping based on Markov random field models.
IGARSS
Teerasit Kasetkasem, Manoj K. Arora, Pramod K. Varshney
2002 J jnl
A Bayesian sampling approach to decision fusion using hierarchical models.
IEEE Trans. Signal Process.
Biao Chen, Pramod K. Varshney
2002 B conf
A Tool for Belief Updating over Time in Bayesian Networks.
ICTAI
Jie Yang, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney
2002 C conf
A fast source separation algorithm for hyperspectral image processing.
IGARSS
Stefan A. Robila, Pramod K. Varshney
2002 — conf
A novel error correction method without overhead for corrupted JPEG images.
ICIP (1)
Mohamed Bingabr, Pramod K. Varshney
2002 J jnl
An image change detection algorithm based on Markov random field models.
IEEE Trans. Geosci. Remote. Sens.
Teerasit Kasetkasem, Pramod K. Varshney
2002 B conf
Gap-Based Modeling of Packet Losses over the Internet.
MASCOTS
Hyungkeun Lee, Pramod K. Varshney
2002 — conf
ICA Mixture Model based Unsupervised Classification of Hyperspectral Imagery.
AIPR
Chintan A. Shah, Manoj K. Arora, Stefan A. Robila, Pramod K. Varshney
2002 — conf
Multisensor surveillance systems based on image and video data.
ICIP (1)
Carlo S. Regazzoni, Pramod K. Varshney
2002 J jnl
On Sampling and Quantization for Signal Detection.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Chao-Tang Yu, Pramod K. Varshney
2002 J jnl
Optimal bi-level quantization of i.i.d. sensor observations for binary hypothesis testing.
IEEE Trans. Inf. Theory
Qian Zhang, Pramod K. Varshney, Richard D. Wesel
2001 J jnl
A two-stage decorrelating detector for DS/CDMA systems.
IEEE Trans. Veh. Technol.
Weihua Ye, Pramod K. Varshney
2001 J jnl
Decentralized M-ary detection via hierarchical binary decision fusion.
Inf. Fusion
Qian Zhang, Pramod K. Varshney
2001 Misc conf
Diversity signal reception via soft decision combining.
ICASSP
Qian Zhang, Pramod K. Varshney
2001 J jnl
Fundamentals of multisite radar systems: Victor S. Chernyak, Gordon and Breach Science Publishers, 1998, 475 pp., ISBN 90-5699-165-5.
Signal Process.
Pramod K. Varshney
2000 J jnl
A fuzzy modeling approach to decision fusion under uncertainty.
Fuzzy Sets Syst.
V. N. S. Samarasooriya, Pramod K. Varshney
2000 J jnl
A wavelet domain diversity method for transmission of images over wireless channels.
IEEE J. Sel. Areas Commun.
Liane C. Ramac, Pramod K. Varshney
2000 A conf
Design and Evaluation of I/O Strategies for Parallel Pipelined STAP Applications.
IPDPS
Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney
2000 J jnl
Design, implementation and evaluation of parallel pipelined STAP on parallel computers.
IEEE Trans. Aerosp. Electron. Syst.
Alok N. Choudhary, Wei-keng Liao, Donald D. Weiner, Pramod K. Varshney, Richard W. Linderman, Mark H. Linderman, Russell D. Brown
2000 J jnl
Intelligent CFAR processor based on data variability.
IEEE Trans. Aerosp. Electron. Syst.
Michael E. Smith, Pramod K. Varshney
2000 C conf
Multisensor Data Fusion.
IEA/AIE
Pramod K. Varshney
2000 B conf
Multiuser detection with cell diversity for DS/CDMA systems.
WCNC
Qian Zhang, Weihua Ye, Pramod K. Varshney
1999 — conf
A Hierarchical Analysis Approach for High Performance Computing and Communication Applications.
HICSS
Salim Hariri, Pramod K. Varshney, Luying Zhou, Haibo Xu, Shihab Ghaya
1999 Misc conf
I/O Implementation and Evaluation of Parallel Pipelined STAP on High Performance Computers.
HiPC
Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney
1999 — conf
Image Processing Tools for the Enhancement of Concealed Weapon Detection.
ICIP (3)
Mohamed-Adel Slamani, Pramod K. Varshney, Raghuveer M. Rao, Mark G. Alford, David Ferris
1999 — conf
Multi-Threaded Design and Implementation of Parallel Pipelined STAP on Parallel Computers with SMP Nodes.
IPPS/SPDP
Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney
1999 J jnl
Performance Analysis of CSMA and BTMA Protocols in Multihop Networks (I), Single Shannel Case.
Inf. Sci.
Lin Wu, Pramod K. Varshney
1999 J jnl
Performance Analysis of CSMA and BTMA Protocols in Multihop Networks (II), Multiple Channel Case.
Inf. Sci.
Lin Wu, Pramod K. Varshney
1999 — conf
Registration and Fusion of Infrared and Millimeter Wave Images for Concealed Weapon Detection.
ICIP (3)
Pramod K. Varshney, Hua-mei Chen, Liane C. Ramac, Mücahit K. Üner
1998 J jnl
Bit allocation for discrete signal detection.
IEEE Trans. Commun.
Chao-Tang Yu, Pramod K. Varshney
1998 — conf
Design, Implementation and Evaluation of Parallel Pipelined STAP on Parallel Computers.
IPPS/SPDP
Alok N. Choudhary, Wei-keng Liao, Donald D. Weiner, Pramod K. Varshney, Richard W. Linderman, Mark H. Linderman
1997 — book
Distributed Detection and Data Fusion
Pramod K. Varshney
1997 J jnl
Distributed detection with multiple sensors I. Fundamentals.
Proc. IEEE
Ramanarayanan Viswanathan, Pramod K. Varshney
1997 J jnl
Image thresholding based on Ali-Silvey distance measures.
Pattern Recognit.
Liane C. Ramac, Pramod K. Varshney
1997 J jnl
Sampling design for Gaussian detection problems.
IEEE Trans. Signal Process.
Chao-Tang Yu, Pramod K. Varshney
1996 J jnl
Decentralized Bayesian detection with feedback.
IEEE Trans. Syst. Man Cybern. Part A
Samawal Al-hakeem, Pramod K. Varshney
1996 J jnl
Near-optimum quantization for signal detection.
IEEE Trans. Commun.
Wael A. Hashlamoun, Pramod K. Varshney
1995 J jnl
An evidential extension of the MRII training algorithm for detecting erroneous MADALINE responses.
IEEE Trans. Neural Networks
Chaitanya Tumuluri, Pramod K. Varshney
1995 J jnl
Parallel Integer Sorting Using Small Operations.
Acta Informatica
Ramachandran Vaidyanathan, Carlos R. P. Hartmann, Pramod K. Varshney
1994 J jnl
A Tight Upper Bound on the Bayesian Probability of Error.
IEEE Trans. Pattern Anal. Mach. Intell.
Wael A. Hashlamoun, Pramod K. Varshney, V. N. S. Samarasooriya
1994 J jnl
Synthesis of correlated multichannel random processes.
IEEE Trans. Signal Process.
James H. Michels, Pramod K. Varshney, Donald D. Weiner
1993 J jnl
Further results on distributed Bayesian signal detection.
IEEE Trans. Inf. Theory
Wael A. Hashlamoun, Pramod K. Varshney
1993 J jnl
Running ASCEND, DESCEND and PIPELINE Algorithms in Parallel Using Small Processors.
Inf. Process. Lett.
Ramachandran Vaidyanathan, Carlos R. P. Hartmann, Pramod K. Varshney
1993 — conf
Towards Optimal Parallel Radix Sorting.
IPPS
Ramachandran Vaidyanathan, Carlos R. P. Hartmann, Pramod K. Varshney
1992 A conf
On Flow Control in Multimedia Networks.
HPDC
Pramod K. Varshney, Surajit Dey
1992 J jnl
PRAMs with Variable Word-Size.
Inf. Process. Lett.
Ramachandran Vaidyanathan, Carlos R. P. Hartmann, Pramod K. Varshney
1991 J jnl
An approach to the design of distributed Bayesian detection structures.
IEEE Trans. Syst. Man Cybern.
Wael A. Hashlamoun, Pramod K. Varshney
1991 A conf
Comparison of Random Test Vector Generation Strategies.
ICCAD
Warren H. Debany Jr., Carlos R. P. Hartmann, Pramod K. Varshney, Kishan G. Mehrotra
1991 Misc conf
Multichannel detection using a model-based approach.
ICASSP
James H. Michels, Pramod K. Varshney, Donald Weiner
1989 J jnl
An information theoretic approach to the distributed detection problem.
IEEE Trans. Inf. Theory
Imad Y. Hoballah, Pramod K. Varshney
1989 J jnl
Distributed Bayesian signal detection.
IEEE Trans. Inf. Theory
Imad Y. Hoballah, Pramod K. Varshney
1989 B conf
Performance aspects of decentralized detection structures.
SMC
Wael Abdel-Mohsen Hashlamoun, Pramod K. Varshney
1988 J jnl
Distributed Bayesian hypothesis testing with distributed data fusion.
IEEE Trans. Syst. Man Cybern.
Zeineddine Chair, Pramod K. Varshney
1984 J jnl
Sequential Fault Diagnosis of Modular Systems.
IEEE Trans. Computers
Pramod K. Varshney, Carlos R. P. Hartmann
1983 J jnl
Discrete-Time Analysis of Integrated Voice/Data Multiplexers With and Without Speech Activity Detectors.
IEEE J. Sel. Areas Commun.
Kotikalapudi Sriram, Pramod K. Varshney, J. George Shanthikumar
1983 J jnl
Spectral Dispersion of Modulated Signals Due to Oscillator Phase Instability: White and Random Walk Phase Model.
IEEE Trans. Commun.
Vincent C. Vannicola, Pramod K. Varshney
1982 — conf
A Priority Cutoff Flow Control Scheme for Integrated Voice-Data Multiplexers.
SCORE (2)
J. George Shanthikumar, Pramod K. Varshney, K. Sriram
1982 J jnl
Application of Information Theory to Sequential Fault Diagnosis.
IEEE Trans. Computers
Pramod K. Varshney, Carlos R. P. Hartmann, Jamie M. de Faria Jr.
1982 J jnl
Application of information theory to the construction of efficient decision trees.
IEEE Trans. Inf. Theory
Carlos R. P. Hartmann, Pramod K. Varshney, Kishan G. Mehrotra, Carl L. Gerberich
1981 J jnl
Combined quantization-detection of uncertain signals.
IEEE Trans. Inf. Theory
Pramod K. Varshney
1979 J jnl
On Analytical Modeling of Intermittent Faults in Digital Systems.
IEEE Trans. Computers
Pramod K. Varshney
1978 J jnl
A Receiver with Memory for Fading Channels.
IEEE Trans. Commun.
Pramod K. Varshney, Abraham H. Haddad
1977 J jnl
Models and efficient receivers for communication channels with memory (Ph.D. Thesis abstr.).
IEEE Trans. Inf. Theory
Pramod K. Varshney
1976 — —
Models and Efficient Receivers for Communication Channels With Memory
Pramod K. Varshney