Akash S. Doshi

23 papers B 3Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
AI/ML Based Encoder and Decoder Design for PUCCH HARQ-ACK Payload.
ISTC
Akash S. Doshi, Pinar Sen, Kirill Ivanov, Wei Yang, June Namgoong, Taesang Yoo, Jing Jiang, Tingfang Ji
2024 — conf
Visual Transformers for Cooperative Device-free Object Localization Using mmWave Signals.
VTC Fall
Ziqi Wang, June Namgoong, Taesang Yoo, Wooseok Nam, Yucheng Dai, Akash S. Doshi, Tao Luo
2023 J jnl
One-Bit mmWave MIMO Channel Estimation Using Deep Generative Networks.
IEEE Wirel. Commun. Lett.
Akash S. Doshi, Jeffrey G. Andrews
2023 B conf
Radio DIP - Completing Radio Maps using Deep Image Prior.
GLOBECOM
Akash S. Doshi, June Namgoong, Taesang Yoo
2023 B conf
Transformer-Based Neural Surrogate for Link-Level Path Loss Prediction from Variable-Sized Maps.
GLOBECOM
Thomas M. Hehn, Tribhuvanesh Orekondy, Ori Shental, Arash Behboodi, Juan Bucheli, Akash S. Doshi, June Namgoong, Taesang Yoo, Ashwin Sampath, Joseph B. Soriaga
2023 J jnl
Transformer-Based Neural Surrogate for Link-Level Path Loss Prediction from Variable-Sized Maps.
CoRR
Thomas M. Hehn, Tribhuvanesh Orekondy, Ori Shental, Arash Behboodi, Juan Bucheli, Akash S. Doshi, June Namgoong, Taesang Yoo, Ashwin Sampath, Joseph B. Soriaga
2022 — conf
Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning.
IEEECONF
Akash S. Doshi, Jeffrey G. Andrews
2022 B conf
Evaluation of Adaptation Methods for Deep Learning-based Wi-Fi Receivers.
WCNC
William Blount, Kris Li, Amrith Lotlikar, Akash S. Doshi, Jeffrey G. Andrews
2022 J jnl
One-bit mmWave MIMO Channel Estimation using Deep Generative Networks.
CoRR
Akash S. Doshi, Jeffrey G. Andrews
2022 J jnl
Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation.
CoRR
Akash S. Doshi, Manan Gupta, Jeffrey G. Andrews
2022 J jnl
Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation.
IEEE J. Sel. Areas Inf. Theory
Akash S. Doshi, Manan Gupta, Jeffrey G. Andrews
2021 J jnl
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing.
CoRR
Akash S. Doshi, Srinivas Yerramalli, Lorenzo Ferrari, Taesang Yoo, Jeffrey G. Andrews
2021 J jnl
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing.
IEEE J. Sel. Areas Commun.
Akash S. Doshi, Srinivas Yerramalli, Lorenzo Ferrari, Taesang Yoo, Jeffrey G. Andrews
2021 J jnl
DeepWiPHY: Deep Learning-Based Receiver Design and Dataset for IEEE 802.11ax Systems.
IEEE Trans. Wirel. Commun.
Yi Zhang, Akash S. Doshi, Rob Liston, Wai-Tian Tan, Xiaoqing Zhu, Jeffrey G. Andrews, Robert W. Heath Jr.
2021 J jnl
Distributed Deep Reinforcement Learning for Adaptive Medium Access and Modulation in Shared Spectrum.
CoRR
Akash S. Doshi, Jeffrey G. Andrews
2021 — conf
Distributed Proximal Policy Optimization for Contention-Based Spectrum Access.
ACSCC
Akash S. Doshi, Jeffrey G. Andrews
2021 J jnl
Distributed Proximal Policy Optimization for Contention-Based Spectrum Access.
CoRR
Akash S. Doshi, Jeffrey G. Andrews
2021 J jnl
High Dimensional Channel Estimation Using Deep Generative Networks.
IEEE J. Sel. Areas Commun.
Eren Balevi, Akash S. Doshi, Ajil Jalal, Alexandros G. Dimakis, Jeffrey G. Andrews
2020 — conf
Compressed Representation of High Dimensional Channels using Deep Generative Networks.
SPAWC
Akash S. Doshi, Eren Balevi, Jeffrey G. Andrews
2020 J jnl
Deep Stock Predictions.
CoRR
Akash S. Doshi, Alexander Issa, Puneet Sachdeva, Sina Rafati, Somnath Rakshit
2020 J jnl
DeepWiPHY: Deep Learning-based Receiver Design and Dataset for IEEE 802.11ax Systems.
CoRR
Yi Zhang, Akash S. Doshi, Rob Liston, Wai-Tian Tan, Xiaoqing Zhu, Jeffrey G. Andrews, Robert W. Heath Jr.
2020 J jnl
Massive MIMO Channel Estimation With an Untrained Deep Neural Network.
IEEE Trans. Wirel. Commun.
Eren Balevi, Akash S. Doshi, Jeffrey G. Andrews
2019 — conf
Improved Data Fusion for Multi-Sensor Tracking using a Reinforced Viterbi Algorithm.
NCC
Rajarshi Biswas, Akash S. Doshi, Akankshya Bhatta, Sibi Raj B. Pillai