Muhammad Moinuddin

98 papers C 1Misc 9Journal 61Unranked 27
YearRankTypeTitle / Venue / Authors
2025 — conf
Wi-Fi RTT Range Offset and Multi-Band Analysis: Challenges and Opportunities for Indoor Localization.
PLANS
Sultan Al Sulami, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri
2024 J jnl
Beamforming Techniques for MIMO-NOMA for 5G and Beyond 5G: Research Gaps and Future Directions.
Circuits Syst. Signal Process.
Sadiq ur Rehman, Jawwad Ahmad, Anwaar Manzar, Muhammad Moinuddin
2024 J jnl
Performance analysis and design of semi-blind beamforming for downlink MIMO-NOMA heterogeneous network.
Telecommun. Syst.
Sadiq ur Rehman, Jawwad Ahmad, Anwaar Manzar, Muhammad Moinuddin
2024 — conf
Quantum Calculus-Based Two-Dimensional Least Mean Square Algorithm.
IEEECONF
Muhammad Moinuddin, Azzedine Zerguine, Ubaid M. Al-Saggaf, Muhammad Arif
2024 J jnl
Regularized Linear Discriminant Analysis Using a Nonlinear Covariance Matrix Estimator.
CoRR
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri, Ubaid M. Al-Saggaf
2024 J jnl
Regularized Linear Discriminant Analysis Using a Nonlinear Covariance Matrix Estimator.
IEEE Trans. Signal Process.
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri, Ubaid M. Al-Saggaf
2024 J jnl
Sum Capacity-Based Modeling and Secrecy Analysis of MISO-NOMA Cooperative IoT Framework.
IEEE Open J. Commun. Soc.
Naeem Uz Zaman, Khalid Munawar, Muhammad Moinuddin, Ahmad Kamal Hassan, Ubaid M. Al-Saggaf
2023 J jnl
A Weighted Gaussian Kernel Least Mean Square Algorithm.
Circuits Syst. Signal Process.
Muhammad Moinuddin, Azzedine Zerguine, Muhammad Arif
2023 J jnl
A novel quantum calculus-based complex least mean square algorithm (q-CLMS).
Appl. Intell.
Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
2023 J jnl
An advanced comparative analysis of proposed deep learning architectures for musculoskeletal disorder classification.
Int. J. Bus. Inf. Syst.
Sadia Nazim, Syed Sajjad Hussain Rizvi, Muhammad Moinuddin, Muhammad Zubair, Muhammad Rizwan Tanweer, Saïma Sultana
2023 J jnl
DeepVision: Enhanced Drone Detection and Recognition in Visible Imagery through Deep Learning Networks.
Sensors
Hassan J. Al Dawasari, Muhammad Bilal, Muhammad Moinuddin, Kamran Arshad, Khaled Assaleh
2023 — conf
Efficient Recursive Total Least Mean Fourth Algorithm.
SSD
Kabiru Nasiru Aliyu, Mohamed Hafez Mohamed, Abdulmajid Lawal, Ali H. Muqaibel, Muhammad Moinuddin, Azzedine Zerguine
2023 Misc conf
Tensor Least Mean Fourth Algorithm.
ACSSC
Muhammad Moinuddin, Azzedine Zerguine
2022 J jnl
A Robust Approach for Speaker Identification Using Dialect Information.
Appl. Comput. Intell. Soft Comput.
Shahid Munir Shah, Muhammad Moinuddin, Rizwan Ahmed Khan
2022 J jnl
Diffusion Quantum-Least Mean Square Algorithm with Steady-State Analysis.
Circuits Syst. Signal Process.
Muhammad Arif, Muhammad Moinuddin, Imran Naseem, Abdulrahman U. Alsaggaf, Ubaid M. Al-Saggaf
2022 J jnl
Efficient Time-Varying q-Parameter Design for q-Incremental Least Mean Square Algorithm with Noisy Links.
Circuits Syst. Signal Process.
Muhammad Arif, Saba Samreen Khan, Syed Safi Uddin Qadri, Imran Naseem, Muhammad Moinuddin
2022 J jnl
Energy-efficient SSD-LMS algorithm for state-space estimation in distributed networks.
Digit. Signal Process.
Muhammad Arif, Imran Naseem, Muhammad Moinuddin, Abdulrahman U. Alsaggaf, Ubaid M. Al-Saggaf
2022 J jnl
NLMS is More Robust to Input-Correlation Than LMS: A Proof.
IEEE Signal Process. Lett.
Anum Ali, Muhammad Moinuddin, Tareq Y. Al-Naffouri
2022 J jnl
Portfolio Optimization Using a Consistent Vector-Based MSE Estimation Approach.
IEEE Access
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Ubaid M. Al-Saggaf
2022 J jnl
Robust Incremental Least Mean Square Algorithm With Dynamic Combiner.
IEEE Access
Syed Safi Uddin Qadri, Muhammad Arif, Imran Naseem, Muhammad Moinuddin
2022 J jnl
Semi-Blind Beamforming in Beam Space MIMO NOMA for mmWave Communications.
IEEE Access
Muhammad Ahsan Shaikh, Anwaar Manzar, Muhammad Moinuddin, Sadiq ur Rehman, Halar Mustafa
2021 J jnl
A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS).
CoRR
Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
2021 J jnl
Beamforming Using Exact Evaluation of Leakage and Ergodic Capacity of MU-MIMO System.
Sensors
Ahmad Kamal Hassan, Muhammad Moinuddin
2021 J jnl
Development of Enhanced Stimulus Content to Improve the Treatment Efficacy of EEG-Based Frontal Alpha Asymmetry Neurofeedback for Stress Mitigation.
IEEE Access
Yasir Hafeez, Syed Saad Azhar Ali, Rumaisa Abu Hasan, Syed Hasan Adil, Muhammad Moinuddin, Mansoor Ebrahim, Muhamad Saiful Bahri Yusoff, Hafeez Ullah Amin, Ubaid M. Al-Saggaf
2021 J jnl
Mean-square Analysis of the NLMS Algorithm.
CoRR
Tareq Y. Al-Naffouri, Muhammad Moinuddin, Anum Ali
2021 J jnl
Multi-Sensor Fusion for Underwater Vehicle Localization by Augmentation of RBF Neural Network and Error-State Kalman Filter.
Sensors
Nabil Shaukat, Ahmed Ali, Muhammad Javed Iqbal, Muhammad Moinuddin, Pablo Otero
2021 J jnl
Performance Evaluation of EEG Based Mental Stress Assessment Approaches for Wearable Devices.
Frontiers Neurorobotics
Ubaid M. Al-Saggaf, Syed Faraz Naqvi, Muhammad Moinuddin, Sulhi Ali Alfakeh, Syed Saad Azhar Ali
2021 J jnl
The NLMS Is Steady-State Schur-Convex.
IEEE Signal Process. Lett.
Anum Ali, Muhammad Moinuddin, Tareq Y. Al-Naffouri
2021 — conf
Underwater Vehicle Localization by Hybridization of Indirect Kalman Filter and Neural Network.
ICMRE
Nabil Shaukat, Ahmed Ali, Muhammad Moinuddin, Pablo Otero
2021 J jnl
Underwater Vehicle Positioning by Correntropy-Based Fuzzy Multi-Sensor Fusion.
Sensors
Nabil Shaukat, Muhammad Moinuddin, Pablo Otero
2020 — conf
A Robust LCMP Beamformer with Limited Snapshots.
EUSIPCO
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri, Ubaid M. Al-Saggaf
2020 J jnl
Distributed Extended Kalman Filtering Based Techniques for 3-D UAV Jamming Localization.
Sensors
Waleed Aldosari, Muhammad Moinuddin, Abdulah Jeza Aljohani, Ubaid M. Al-Saggaf
2020 — conf
GSSMD: A new standardized effect size measure to improve robustness and interpretability in biological applications.
BIBM
Seongyong Park, Shujaat Khan, Muhammad Moinuddin, Ubaid M. Al-Saggaf
2020 J jnl
GSSMD: A new standardized effect size measure to improve robustness and interpretability in biological applications.
CoRR
Seongyong Park, Shujaat Khan, Muhammad Moinuddin, Ubaid M. Al-Saggaf
2020 — conf
Low-Complexity Robust Beamforming for a Moving Source.
EUSIPCO
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri, Ubaid M. Al-Saggaf
2020 J jnl
Performance Analysis and Joint Statistical Beamformer Design for Multi-User MIMO Systems.
IEEE Commun. Lett.
Ahmad Kamal Hassan, Muhammad Moinuddin, Ubaid M. Al-Saggaf, Omar Aldayel, Timothy N. Davidson, Tareq Y. Al-Naffouri
2020 J jnl
Real-Time Stress Assessment Using Sliding Window Based Convolutional Neural Network.
Sensors
Syed Faraz Naqvi, Syed Saad Azhar Ali, Norashikin Yahya, Mohd Azhar Mohd Yasin, Yasir Hafeez, Ahmad Rauf Subhani, Syed Hasan Adil, Ubaid M. Al-Saggaf, Muhammad Moinuddin
2020 J jnl
System reliability analysis of small-cell deployment in heterogeneous cellular networks.
Telecommun. Syst.
Ali Muhammad Ali Rushdi, Ahmad Kamal Hassan, Muhammad Moinuddin
2020 J jnl
Transmit beamformer based performance analysis and diversity gains of cell edge user in cooperative MISO-NOMA system.
Phys. Commun.
Mujtaba Ghous, Ziaul Haq Abbas, Ghulam Abbas, Ahmad Kamal Hassan, Muhammad Moinuddin
2019 J jnl
A State-Space Backpropagation Algorithm for Nonlinear Estimation.
Circuits Syst. Signal Process.
Hasan A. Bjaili, Muhammad Moinuddin, Ali M. Rushdi
2019 J jnl
A robust and stable variable step-size design for the least-mean fourth algorithm using quotient form.
Signal Process.
Syed Muhammad Asad, Muhammad Moinuddin, Azzedine Zerguine, Jonathon A. Chambers
2019 — conf
Combining Diffusion Processes for Semi-supervised Learning on Graph Structured Data.
IntelliSys (2)
Abdullah Al-Gafri, Muhammad Moinuddin, Ubaid M. Al-Saggaf
2019 J jnl
Heart Segmentation From MRI Scans Using Convolutional Neural Network.
CoRR
Shakeel Muhammad Ibrahim, Muhammad Sohail Ibrahim, Muhammad Usman, Imran Naseem, Muhammad Moinuddin
2019 J jnl
Improved Optimum Error Nonlinearities Using Cramer-Rao Bound Estimation.
Circuits Syst. Signal Process.
Muhammad Arif, Imran Naseem, Muhammad Moinuddin, Muhammad Nasir Iqbal
2019 J jnl
Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents.
IEEE Access
Yasir Hafeez, Syed Saad Azhar Ali, Wajid Mumtaz, Muhammad Moinuddin, Syed Hasan Adil, Ubaid Muhsen Al-Saggaf, Mohd Azhar Mohd Yasin, Aamir Saeed Malik
2019 J jnl
Modified Incremental LMS with Improved Stability via Convex Combination of Two Adaptive Filters.
Circuits Syst. Signal Process.
Muhammad Arif, Imran Naseem, Muhammad Moinuddin, Ubaid M. Al-Saggaf
2019 J jnl
Outage probability analysis and adaptive combiner for multiuser multipolarized antenna systems.
Turkish J. Electr. Eng. Comput. Sci.
Abdul Hai Muzammil Mohammed, Muhammad Moinuddin, Ubaid Muhsen Al-Saggaf, Ahmad Kamal Hassan
2019 — conf
Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation.
INTELLECT
Muhammad Usman, Muhammad Sohail Ibrahim, Jawwad Ahmad, Syed Saiq Hussain, Muhammad Moinuddin
2019 J jnl
Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation.
CoRR
Muhammad Usman, Muhammad Sohail Ibrahim, Jawwad Ahmad, Syed Saiq Hussain, Muhammad Moinuddin
2019 J jnl
Spatio-Temporal RBF Neural Networks.
CoRR
Shujaat Khan, Jawwad Ahmad, Alishba Sadiq, Imran Naseem, Muhammad Moinuddin
2019 — conf
q-LMF: Quantum Calculus-Based Least Mean Fourth Algorithm.
ICICT (1)
Alishba Sadiq, Muhammad Usman, Shujaat Khan, Imran Naseem, Muhammad Moinuddin, Ubaid M. Al-Saggaf
2018 J jnl
A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks.
Circuits Syst. Signal Process.
Shujaat Khan, Jawwad Ahmad, Imran Naseem, Muhammad Moinuddin
2018 J jnl
Comments on "Momentum fractional LMS for power signal parameter estimation".
CoRR
Shujaat Khan, Imran Naseem, Alishba Sadiq, Jawwad Ahmad, Muhammad Moinuddin
2018 Misc conf
Improved Steady State Analysis of the Recursive Least Squares Algorithm.
ICASSP
Muhammad Moinuddin, Tareq Y. Al-Naffouri, Khaled A. Al-Hujaili
2018 J jnl
Sum Ergodic Capacity Analysis Using Asymptotic Design of Massive MU-MIMO Systems.
Wirel. Pers. Commun.
Ahmad Kamal Hassan, Muhammad Moinuddin, Ubaid M. Al-Saggaf
2018 J jnl
q-LMF: Quantum Calculus-based Least Mean Fourth Algorithm.
CoRR
Alishba Sadiq, Muhammad Usman, Shujaat Khan, Imran Naseem, Muhammad Moinuddin, Ubaid M. Al-Saggaf
2017 J jnl
A Pashtu speakers database using accent and dialect approach.
Int. J. Appl. Pattern Recognit.
Shahid Munir Shah, Shahzad Ahmed Memon, Khalil-ur-Rehman Khoumbati, Muhammad Moinuddin
2017 — conf
How imperfect orthogonality of pilot affects channel estimation and data recovery techniques in massive MIMO system.
INTELLECT
Muhammad Ahsan Shaikh, Vali Uddin, Muhammad Moinuddin
2017 J jnl
Mitigation of self-interference and multi-user interference in downlink multi-user MIMO system.
IET Commun.
Rafeeq Ahmed, Ubaid M. Al-Saggaf, Muhammad Moinuddin, Ahmad Kamal Hassan
2017 J jnl
Performance Analysis of Beamforming in MU-MIMO Systems for Rayleigh Fading Channels.
IEEE Access
Ahmad Kamal Hassan, Muhammad Moinuddin, Ubaid M. Al-Saggaf, Tareq Y. Al-Naffouri
2017 — conf
Quasi-Newton least-mean fourth adaptive algorithm.
EUSIPCO
Umair bin Mansoor, Qadri Mayyala, Muhammad Moinuddin, Azzedine Zerguine
2017 — conf
State-space fractional-least mean square algorithm.
INTELLECT
Muhammad Arif, Imran Naseem, Muhammad Moinuddin
2016 J jnl
Multiple access interference in MIMO-CDMA systems under Rayleigh fading: statistical characterization and applications.
EURASIP J. Adv. Signal Process.
Khalid Mahmood, Syed Muhammad Asad, Muhammad Moinuddin, Azzedine Zerguine, Lahouari Cheded
2016 J jnl
On the Distribution of Indefinite Quadratic Forms in Gaussian Random Variables.
IEEE Trans. Commun.
Tareq Y. Al-Naffouri, Muhammad Moinuddin, Nizar Ajeeb, Babak Hassibi, Aris L. Moustakas
2016 Misc conf
The steady-state of the (Normalized) LMS is schur convex.
ICASSP
Khaled A. Al-Hujaili, Tareq Y. Al-Naffouri, Muhammad Moinuddin
2016 — conf
Transient analysis of NCLMS and ZNCLMS algorithms.
SSD
Muhammad Moinuddin, Azzedine Zerguine
2015 J jnl
Family of state space least mean power of two-based algorithms.
EURASIP J. Adv. Signal Process.
Muhammad Moinuddin, Ubaid M. Al-Saggaf, Arif Ahmed
2015 — conf
MAI plus noise-constrained LMS-based algorithm for MIMO-CDMA DFE systems.
SSD
Khalid Mahmood, Syed Muhammad Asad, Azzedine Zerguine, Muhammad Moinuddin
2015 — conf
Rayleigh fading channel estimation using MMSE estimator for MIMO-CDMA system.
ICCSPA
Khalid Mahmood, Syed Muhammad Asad, Muhammad Omer Bin Saeed, Muhammad Moinuddin, Azzedine Zerguine
2015 J jnl
The q-Least Mean Squares algorithm.
Signal Process.
Ubaid M. Al-Saggaf, Muhammad Moinuddin, Muhammad Arif, Azzedine Zerguine
2014 J jnl
A Novel Topology in Modular Ann Approach for Multi-Modal Concept Identification and Image Retrieval.
Intell. Autom. Soft Comput.
Syed Sajjad Hussain, Manzoor Hashmani, Muhammad Moinuddin, Kamran Raza
2014 Misc conf
An efficient least mean squares algorithm based on q-gradient.
ACSSC
Ubaid M. Al-Saggaf, Muhammad Moinuddin, Azzedine Zerguine
2014 — conf
Statistical analysis of multiple access interference in Rayleigh fading environment for MIMO CDMA systems.
SSP
Khalid Mahmood, Syed Muhammad Asad, Muhammad Moinuddin, Azzedine Zerguine, Shashi Paul
2013 J jnl
A simple approach to evaluate the ergodic capacity and outage probability of correlated Rayleigh diversity channels with unequal signal-to-noise ratios.
EURASIP J. Wirel. Commun. Netw.
Muhammad Moinuddin, Imran Naseem
2013 — conf
Exact tracking analysis of the NLMS algorithm for correlated Gaussian inputs.
EUSIPCO
Tareq Y. Al-Naffouri, Muhammad Moinuddin
2011 J jnl
A noise constrained least mean fourth (NCLMF) adaptive algorithm.
Signal Process.
Azzedine Zerguine, Muhammad Moinuddin, Syed Ali Aamir Imam
2011 Misc conf
A novel tracking analysis of the Normalized Least Mean Fourth algorithm.
ICASSP
Muhammad Moinuddin, Azzedine Zerguine
2011 J jnl
An Efficient Paging Algorithm for Multi-Carrier CDMA System
CoRR
Sheikh Shanawaz Mostafa, Khondker Jahid Reza, Gazi Maniur Rashid, Muhammad Moinuddin, Md. Ziaul Amin, Abdullah Al Nahid
2011 — conf
Design of MAI constrained decision feedback equalizer for MIMO CDMA system.
WCSP
Khalid Mahmood, Syed Muhammad Asad, Muhammad Moinuddin, Shashi Paul
2011 C conf
Efficient iris recognition system based on dual boundary detection using robust variable learning rate Multilayer Feed Forward neural network.
IAS
Mohtashim Baqar, Sohaib Azhar, Zeeshan Iqbal, Irfan Shakeel, Laeeq Ahmed, Muhammad Moinuddin
2011 J jnl
Mean Weight Behavior of the NLMS Algorithm for Correlated Gaussian Inputs.
IEEE Signal Process. Lett.
Tareq Y. Al-Naffouri, Muhammad Moinuddin, Muhammad S. Sohail
2010 Misc conf
Convergence and tracking analysis of a constrained least mean fourth adaptive algorithm.
ICASSP
Syed Ali Aamir Imam, Azzedine Zerguine, Muhammad Moinuddin
2010 — conf
Exact Tracking Analysis of the ∈-NLMS algorithm for circular complex correlated Gaussian input.
ISSPIT
Muhammad Moinuddin, Tareq Y. Al-Naffouri, Muhammad S. Sohail
2010 J jnl
Exact performance analysis of the epsilon-NLMS algorithm for colored circular Gaussian inputs.
IEEE Trans. Signal Process.
Tareq Y. Al-Naffouri, Muhammad Moinuddin
2010 Misc conf
On the convergence analysis of a variable step-size LMF algorithm of the quotient form.
ICASSP
Syed M. Asad, Azzedine Zerguine, Muhammad Moinuddin
2009 J jnl
Convergence and tracking analysis of a variable normalised LMF (XE-NLMF) algorithm.
Signal Process.
Azzedine Zerguine, Mun K. Chan, Tareq Y. Al-Naffouri, Muhammad Moinuddin, Colin F. N. Cowan
2009 Misc conf
Steady-state analysis of the Normalized Least Mean Fourth algorithm without the independence and small step size assumptions.
ICASSP
Muhammad Moinuddin, Azzedine Zerguine
2008 J jnl
A Unified Approach to BER Analysis of Synchronous Downlink CDMA Systems with Random Signature Sequences in Fading Channels with Known Channel Phase.
EURASIP J. Adv. Signal Process.
Muhammad Moinuddin, Asrar U. H. Sheikh, Azzedine Zerguine, Mohamed A. Deriche
2008 Misc conf
A statistical noise constrained least mean fourth adaptive algorithm.
ICASSP
Syed Ali Aamir Imam, Azzedine Zerguine, Muhammad Moinuddin
2008 — conf
Multiple access interference plus noise constrained least mean square algorithm.
EUSIPCO
Azzedine Zerguine, Muhammad Moinuddin, Asrar U. H. Sheikh
2008 J jnl
Multiple-Access Interference Plus Noise-Constrained Least Mean Square (MNCLMS) Algorithm for CDMA Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Muhammad Moinuddin, Azzedine Zerguine, Asrar U. H. Sheikh
2007 — conf
Analysis of multiple access interference in synchronous downlink CDMA systems with random signature sequences in AWGN and fading environments.
ISSPA
Muhammad Moinuddin, Mohamed A. Deriche, Asrar U. H. Sheikh, Azzedine Zerguine
2005 — conf
Tracking analysis of the NLMF algorithm in the presence of both random and cyclic nonstationarities.
ISSPA
Muhammad Moinuddin, Azzedine Zerguine, Asrar U. H. Sheikh
2005 — conf
Tracking analysis of variable XE-NLMF algorithm in the presence of both random and cyclic nonstationarities.
EUSIPCO
Muhammad Moinuddin, Azzedine Zerguine
2004 — conf
Automatic classification of speech and music using neural networks.
MMDB
M. Kashif Saeed Khan, Wasfi G. Al-Khatib, Muhammad Moinuddin
2003 — conf
Adaptive Inverse Control using a Multi Layer Perceptron Neural Network.
Modelling, Identification and Control
Muhammad Shafiq, Muhammad Moinuddin
2003 — conf
Tracking analysis of normalized adaptive algorithms.
ICASSP (6)
Muhammad Moinuddin, Azzedine Zerguine
2003 J jnl
Tracking analysis of the NLMS algorithm in the presence of both random and cyclic nonstationarities.
IEEE Signal Process. Lett.
Muhammad Moinuddin, Azzedine Zerguine