Tracking analysis of normalized adaptive algorithms. - Muhammad Moinuddin; Azzedine Zerguine (ICASSP (6), 2003)

Adaptive Inverse Control using a Multi Layer Perceptron Neural Network. - Muhammad Shafiq; Muhammad Moinuddin (Modelling, Identification and Control, 2003)

Tracking analysis of the NLMS algorithm in the presence of both random and cyclic nonstationarities. - Muhammad Moinuddin; Azzedine Zerguine (IEEE Signal Process. Lett., 2003)

Automatic classification of speech and music using neural networks. - M. Kashif Saeed Khan; Wasfi G. Al-Khatib; Muhammad Moinuddin (MMDB, 2004)

Tracking analysis of variable XE-NLMF algorithm in the presence of both random and cyclic nonstationarities. - Muhammad Moinuddin; Azzedine Zerguine (EUSIPCO, 2005)

Tracking analysis of the NLMF algorithm in the presence of both random and cyclic nonstationarities. - Muhammad Moinuddin; Azzedine Zerguine; Asrar U. H. Sheikh (ISSPA, 2005)

Analysis of multiple access interference in synchronous downlink CDMA systems with random signature sequences in AWGN and fading environments. - Muhammad Moinuddin; Mohamed A. Deriche; Asrar U. H. Sheikh; Azzedine Zerguine (ISSPA, 2007)

Multiple access interference plus noise constrained least mean square algorithm. - Azzedine Zerguine; Muhammad Moinuddin; Asrar U. H. Sheikh (EUSIPCO, 2008)

A statistical noise constrained least mean fourth adaptive algorithm. - Syed Ali Aamir Imam; Azzedine Zerguine; Muhammad Moinuddin (ICASSP, 2008)

A Unified Approach to BER Analysis of Synchronous Downlink CDMA Systems with Random Signature Sequences in Fading Channels with Known Channel Phase. - Muhammad Moinuddin; Asrar U. H. Sheikh; Azzedine Zerguine; Mohamed A. Deriche (EURASIP J. Adv. Signal Process., 2008)

Multiple-Access Interference Plus Noise-Constrained Least Mean Square (MNCLMS) Algorithm for CDMA Systems. - Muhammad Moinuddin; Azzedine Zerguine; Asrar U. H. Sheikh (IEEE Trans. Circuits Syst. I Regul. Pap., 2008)

Steady-state analysis of the Normalized Least Mean Fourth algorithm without the independence and small step size assumptions. - Muhammad Moinuddin; Azzedine Zerguine (ICASSP, 2009)

Convergence and tracking analysis of a variable normalised LMF (XE-NLMF) algorithm. - Azzedine Zerguine; Mun K. Chan; Tareq Y. Al-Naffouri; Muhammad Moinuddin; Colin F. N. Cowan (Signal Process., 2009)

On the convergence analysis of a variable step-size LMF algorithm of the quotient form. - Syed M. Asad; Azzedine Zerguine; Muhammad Moinuddin (ICASSP, 2010)

Convergence and tracking analysis of a constrained least mean fourth adaptive algorithm. - Syed Ali Aamir Imam; Azzedine Zerguine; Muhammad Moinuddin (ICASSP, 2010)

Exact Tracking Analysis of the ∈-NLMS algorithm for circular complex correlated Gaussian input. - Muhammad Moinuddin; Tareq Y. Al-Naffouri; Muhammad S. Sohail (ISSPIT, 2010)

Exact performance analysis of the epsilon-NLMS algorithm for colored circular Gaussian inputs. - Tareq Y. Al-Naffouri; Muhammad Moinuddin (IEEE Trans. Signal Process., 2010)

Efficient iris recognition system based on dual boundary detection using robust variable learning rate Multilayer Feed Forward neural network. - Mohtashim Baqar; Sohaib Azhar; Zeeshan Iqbal; Irfan Shakeel; Laeeq Ahmed; Muhammad Moinuddin (IAS, 2011)

A novel tracking analysis of the Normalized Least Mean Fourth algorithm. - Muhammad Moinuddin; Azzedine Zerguine (ICASSP, 2011)

Design of MAI constrained decision feedback equalizer for MIMO CDMA system. - Khalid Mahmood; Syed Muhammad Asad; Muhammad Moinuddin; Shashi Paul (WCSP, 2011)

An Efficient Paging Algorithm for Multi-Carrier CDMA System - Sheikh Shanawaz Mostafa; Khondker Jahid Reza; Gazi Maniur Rashid; Muhammad Moinuddin; Md. Ziaul Amin; Abdullah Al Nahid (CoRR, 2011)

A noise constrained least mean fourth (NCLMF) adaptive algorithm. - Azzedine Zerguine; Muhammad Moinuddin; Syed Ali Aamir Imam (Signal Process., 2011)

Mean Weight Behavior of the NLMS Algorithm for Correlated Gaussian Inputs. - Tareq Y. Al-Naffouri; Muhammad Moinuddin; Muhammad S. Sohail (IEEE Signal Process. Lett., 2011)

Exact tracking analysis of the NLMS algorithm for correlated Gaussian inputs. - Tareq Y. Al-Naffouri; Muhammad Moinuddin (EUSIPCO, 2013)

A simple approach to evaluate the ergodic capacity and outage probability of correlated Rayleigh diversity channels with unequal signal-to-noise ratios. - Muhammad Moinuddin; Imran Naseem (EURASIP J. Wirel. Commun. Netw., 2013)

An efficient least mean squares algorithm based on q-gradient. - Ubaid M. Al-Saggaf; Muhammad Moinuddin; Azzedine Zerguine (ACSSC, 2014)

Statistical analysis of multiple access interference in Rayleigh fading environment for MIMO CDMA systems. - Khalid Mahmood; Syed Muhammad Asad; Muhammad Moinuddin; Azzedine Zerguine; Shashi Paul (SSP, 2014)

A Novel Topology in Modular Ann Approach for Multi-Modal Concept Identification and Image Retrieval. - Syed Sajjad Hussain; Manzoor Hashmani 001; Muhammad Moinuddin; Kamran Raza (Intell. Autom. Soft Comput., 2014)

MAI plus noise-constrained LMS-based algorithm for MIMO-CDMA DFE systems. - Khalid Mahmood; Syed Muhammad Asad; Azzedine Zerguine; Muhammad Moinuddin (SSD, 2015)

Rayleigh fading channel estimation using MMSE estimator for MIMO-CDMA system. - Khalid Mahmood; Syed Muhammad Asad; Muhammad Omer Bin Saeed; Muhammad Moinuddin; Azzedine Zerguine (ICCSPA, 2015)

Family of state space least mean power of two-based algorithms. - Muhammad Moinuddin; Ubaid M. Al-Saggaf; Arif Ahmed 003 (EURASIP J. Adv. Signal Process., 2015)

The q-Least Mean Squares algorithm. - Ubaid M. Al-Saggaf; Muhammad Moinuddin; Muhammad Arif 008; Azzedine Zerguine (Signal Process., 2015)

Transient analysis of NCLMS and ZNCLMS algorithms. - Muhammad Moinuddin; Azzedine Zerguine (SSD, 2016)

The steady-state of the (Normalized) LMS is schur convex. - Khaled A. Al-Hujaili; Tareq Y. Al-Naffouri; Muhammad Moinuddin (ICASSP, 2016)

Multiple access interference in MIMO-CDMA systems under Rayleigh fading: statistical characterization and applications. - Khalid Mahmood; Syed Muhammad Asad; Muhammad Moinuddin; Azzedine Zerguine; Lahouari Cheded (EURASIP J. Adv. Signal Process., 2016)

On the Distribution of Indefinite Quadratic Forms in Gaussian Random Variables. - Tareq Y. Al-Naffouri; Muhammad Moinuddin; Nizar Ajeeb; Babak Hassibi; Aris L. Moustakas (IEEE Trans. Commun., 2016)

Quasi-Newton least-mean fourth adaptive algorithm. - Umair bin Mansoor; Qadri Mayyala; Muhammad Moinuddin; Azzedine Zerguine (EUSIPCO, 2017)

State-space fractional-least mean square algorithm. - Muhammad Arif 008; Imran Naseem; Muhammad Moinuddin (INTELLECT, 2017)

How imperfect orthogonality of pilot affects channel estimation and data recovery techniques in massive MIMO system. - Muhammad Ahsan Shaikh; Vali Uddin; Muhammad Moinuddin (INTELLECT, 2017)

Performance Analysis of Beamforming in MU-MIMO Systems for Rayleigh Fading Channels. - Ahmad Kamal Hassan; Muhammad Moinuddin; Ubaid M. Al-Saggaf; Tareq Y. Al-Naffouri (IEEE Access, 2017)

Mitigation of self-interference and multi-user interference in downlink multi-user MIMO system. - Rafeeq Ahmed; Ubaid M. Al-Saggaf; Muhammad Moinuddin; Ahmad Kamal Hassan (IET Commun., 2017)

A Pashtu speakers database using accent and dialect approach. - Shahid Munir Shah; Shahzad Ahmed Memon; Khalil-ur-Rehman Khoumbati; Muhammad Moinuddin (Int. J. Appl. Pattern Recognit., 2017)

Improved Steady State Analysis of the Recursive Least Squares Algorithm. - Muhammad Moinuddin; Tareq Y. Al-Naffouri; Khaled A. Al-Hujaili (ICASSP, 2018)

Comments on "Momentum fractional LMS for power signal parameter estimation". - Shujaat Khan; Imran Naseem; Alishba Sadiq; Jawwad Ahmad; Muhammad Moinuddin (CoRR, 2018)

q-State Space Least Mean Family of Algorithms. - Arif Ahmed 003; Muhammad Moinuddin; Ubaid M. Al-Saggaf (Circuits Syst. Signal Process., 2018)

A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks. - Shujaat Khan; Jawwad Ahmad; Imran Naseem; Muhammad Moinuddin (Circuits Syst. Signal Process., 2018)

Sum Ergodic Capacity Analysis Using Asymptotic Design of Massive MU-MIMO Systems. - Ahmad Kamal Hassan; Muhammad Moinuddin; Ubaid M. Al-Saggaf (Wirel. Pers. Commun., 2018)

q-LMF: Quantum Calculus-Based Least Mean Fourth Algorithm. - Alishba Sadiq; Muhammad Usman; Shujaat Khan; Imran Naseem; Muhammad Moinuddin; Ubaid M. Al-Saggaf (ICICT (1), 2019)

Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation. - Muhammad Usman; Muhammad Sohail Ibrahim; Jawwad Ahmad; Syed Saiq Hussain; Muhammad Moinuddin (INTELLECT, 2019)

Combining Diffusion Processes for Semi-supervised Learning on Graph Structured Data. - Abdullah Al-Gafri; Muhammad Moinuddin; Ubaid M. Al-Saggaf (IntelliSys (2), 2019)

Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents. - Yasir Hafeez; Syed Saad Azhar Ali; Wajid Mumtaz; Muhammad Moinuddin; Syed Hasan Adil; Ubaid Muhsen Al-Saggaf; Mohd Azhar Mohd Yasin; Aamir Saeed Malik (IEEE Access, 2019)

Spatio-Temporal RBF Neural Networks. - Shujaat Khan; Jawwad Ahmad; Alishba Sadiq; Imran Naseem; Muhammad Moinuddin (CoRR, 2019)

Heart Segmentation From MRI Scans Using Convolutional Neural Network. - Shakeel Muhammad Ibrahim; Muhammad Sohail Ibrahim; Muhammad Usman; Imran Naseem; Muhammad Moinuddin (CoRR, 2019)

Modified Incremental LMS with Improved Stability via Convex Combination of Two Adaptive Filters. - Muhammad Arif 008; Imran Naseem; Muhammad Moinuddin; Ubaid M. Al-Saggaf (Circuits Syst. Signal Process., 2019)

Improved Optimum Error Nonlinearities Using Cramer-Rao Bound Estimation. - Muhammad Arif 008; Imran Naseem; Muhammad Moinuddin; Muhammad Nasir Iqbal (Circuits Syst. Signal Process., 2019)

A State-Space Backpropagation Algorithm for Nonlinear Estimation. - Hasan A. Bjaili; Muhammad Moinuddin; Ali M. Rushdi 001 (Circuits Syst. Signal Process., 2019)

Outage probability analysis and adaptive combiner for multiuser multipolarized antenna systems. - Abdul Hai Muzammil Mohammed; Muhammad Moinuddin; Ubaid Muhsen Al-Saggaf; Ahmad Kamal Hassan (Turkish J. Electr. Eng. Comput. Sci., 2019)

A robust and stable variable step-size design for the least-mean fourth algorithm using quotient form. - Syed Muhammad Asad; Muhammad Moinuddin; Azzedine Zerguine; Jonathon A. Chambers (Signal Process., 2019)

GSSMD: A new standardized effect size measure to improve robustness and interpretability in biological applications. - Seongyong Park; Shujaat Khan; Muhammad Moinuddin; Ubaid M. Al-Saggaf (BIBM, 2020)

A Robust LCMP Beamformer with Limited Snapshots. - Maaz Mahadi; Tarig Ballal; Muhammad Moinuddin; Tareq Y. Al-Naffouri; Ubaid M. Al-Saggaf (EUSIPCO, 2020)

Low-Complexity Robust Beamforming for a Moving Source. - Maaz Mahadi; Tarig Ballal; Muhammad Moinuddin; Tareq Y. Al-Naffouri; Ubaid M. Al-Saggaf (EUSIPCO, 2020)

Performance Analysis and Joint Statistical Beamformer Design for Multi-User MIMO Systems. - Ahmad Kamal Hassan; Muhammad Moinuddin; Ubaid M. Al-Saggaf; Omar Aldayel; Timothy N. Davidson; Tareq Y. Al-Naffouri (IEEE Commun. Lett., 2020)

Transmit beamformer based performance analysis and diversity gains of cell edge user in cooperative MISO-NOMA system. - Mujtaba Ghous; Ziaul Haq Abbas; Ghulam Abbas 002; Ahmad Kamal Hassan; Muhammad Moinuddin (Phys. Commun., 2020)

Distributed Extended Kalman Filtering Based Techniques for 3-D UAV Jamming Localization. - Waleed Aldosari; Muhammad Moinuddin; Abdulah Jeza Aljohani; Ubaid M. Al-Saggaf (Sensors, 2020)

Real-Time Stress Assessment Using Sliding Window Based Convolutional Neural Network. - 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 (Sensors, 2020)

System reliability analysis of small-cell deployment in heterogeneous cellular networks. - Ali Muhammad Ali Rushdi 001; Ahmad Kamal Hassan; Muhammad Moinuddin (Telecommun. Syst., 2020)

Underwater Vehicle Localization by Hybridization of Indirect Kalman Filter and Neural Network. - Nabil Shaukat; Ahmed Ali 011; Muhammad Moinuddin; Pablo Otero (ICMRE, 2021)

Development of Enhanced Stimulus Content to Improve the Treatment Efficacy of EEG-Based Frontal Alpha Asymmetry Neurofeedback for Stress Mitigation. - 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 (IEEE Access, 2021)

Mean-square Analysis of the NLMS Algorithm. - Tareq Y. Al-Naffouri; Muhammad Moinuddin; Anum Ali (CoRR, 2021)

Performance Evaluation of EEG Based Mental Stress Assessment Approaches for Wearable Devices. - Ubaid M. Al-Saggaf; Syed Faraz Naqvi; Muhammad Moinuddin; Sulhi Ali Alfakeh; Syed Saad Azhar Ali (Frontiers Neurorobotics, 2021)

Beamforming Using Exact Evaluation of Leakage and Ergodic Capacity of MU-MIMO System. - Ahmad Kamal Hassan; Muhammad Moinuddin (Sensors, 2021)

Multi-Sensor Fusion for Underwater Vehicle Localization by Augmentation of RBF Neural Network and Error-State Kalman Filter. - Nabil Shaukat; Ahmed Ali 011; Muhammad Javed Iqbal; Muhammad Moinuddin; Pablo Otero (Sensors, 2021)

Underwater Vehicle Positioning by Correntropy-Based Fuzzy Multi-Sensor Fusion. - Nabil Shaukat; Muhammad Moinuddin; Pablo Otero (Sensors, 2021)

The NLMS Is Steady-State Schur-Convex. - Anum Ali; Muhammad Moinuddin; Tareq Y. Al-Naffouri (IEEE Signal Process. Lett., 2021)

Portfolio Optimization Using a Consistent Vector-Based MSE Estimation Approach. - Maaz Mahadi; Tarig Ballal; Muhammad Moinuddin; Ubaid M. Al-Saggaf (IEEE Access, 2022)

Robust Incremental Least Mean Square Algorithm With Dynamic Combiner. - Syed Safi Uddin Qadri; Muhammad Arif 008; Imran Naseem; Muhammad Moinuddin (IEEE Access, 2022)

Semi-Blind Beamforming in Beam Space MIMO NOMA for mmWave Communications. - Muhammad Ahsan Shaikh; Anwaar Manzar; Muhammad Moinuddin; Sadiq ur Rehman; Halar Mustafa (IEEE Access, 2022)

A Robust Approach for Speaker Identification Using Dialect Information. - Shahid Munir Shah; Muhammad Moinuddin; Rizwan Ahmed Khan (Appl. Comput. Intell. Soft Comput., 2022)

Efficient Time-Varying q-Parameter Design for q-Incremental Least Mean Square Algorithm with Noisy Links. - Muhammad Arif 008; Saba Samreen Khan; Syed Safi Uddin Qadri; Imran Naseem; Muhammad Moinuddin (Circuits Syst. Signal Process., 2022)

Diffusion Quantum-Least Mean Square Algorithm with Steady-State Analysis. - Muhammad Arif 008; Muhammad Moinuddin; Imran Naseem; Abdulrahman U. Alsaggaf; Ubaid M. Al-Saggaf (Circuits Syst. Signal Process., 2022)

Energy-efficient SSD-LMS algorithm for state-space estimation in distributed networks. - Muhammad Arif 008; Imran Naseem; Muhammad Moinuddin; Abdulrahman U. Alsaggaf; Ubaid M. Al-Saggaf (Digit. Signal Process., 2022)

NLMS is More Robust to Input-Correlation Than LMS: A Proof. - Anum Ali; Muhammad Moinuddin; Tareq Y. Al-Naffouri (IEEE Signal Process. Lett., 2022)

Efficient Recursive Total Least Mean Fourth Algorithm. - Kabiru Nasiru Aliyu; Mohamed Hafez Mohamed; Abdulmajid Lawal; Ali H. Muqaibel; Muhammad Moinuddin; Azzedine Zerguine (SSD, 2023)

Tensor Least Mean Fourth Algorithm. - Muhammad Moinuddin; Azzedine Zerguine (ACSSC, 2023)

A novel quantum calculus-based complex least mean square algorithm (q-CLMS). - Alishba Sadiq; Imran Naseem; Shujaat Khan; Muhammad Moinuddin; Roberto Togneri; Mohammed Bennamoun (Appl. Intell., 2023)

A Weighted Gaussian Kernel Least Mean Square Algorithm. - Muhammad Moinuddin; Azzedine Zerguine; Muhammad Arif 008 (Circuits Syst. Signal Process., 2023)

An advanced comparative analysis of proposed deep learning architectures for musculoskeletal disorder classification. - Sadia Nazim; Syed Sajjad Hussain Rizvi; Muhammad Moinuddin; Muhammad Zubair 005; Muhammad Rizwan Tanweer; Saïma Sultana (Int. J. Bus. Inf. Syst., 2023)

DeepVision: Enhanced Drone Detection and Recognition in Visible Imagery through Deep Learning Networks. - Hassan J. Al Dawasari; Muhammad Bilal 001; Muhammad Moinuddin; Kamran Arshad; Khaled Assaleh 001 (Sensors, 2023)

Quantum Calculus-Based Two-Dimensional Least Mean Square Algorithm. - Muhammad Moinuddin; Azzedine Zerguine; Ubaid M. Al-Saggaf; Muhammad Arif 008 (IEEECONF, 2024)

Sum Capacity-Based Modeling and Secrecy Analysis of MISO-NOMA Cooperative IoT Framework. - Naeem Uz Zaman; Khalid Munawar; Muhammad Moinuddin; Ahmad Kamal Hassan; Ubaid M. Al-Saggaf (IEEE Open J. Commun. Soc., 2024)

Regularized Linear Discriminant Analysis Using a Nonlinear Covariance Matrix Estimator. - Maaz Mahadi; Tarig Ballal; Muhammad Moinuddin; Tareq Y. Al-Naffouri; Ubaid M. Al-Saggaf (IEEE Trans. Signal Process., 2024)

Beamforming Techniques for MIMO-NOMA for 5G and Beyond 5G: Research Gaps and Future Directions. - Sadiq ur Rehman; Jawwad Ahmad; Anwaar Manzar; Muhammad Moinuddin (Circuits Syst. Signal Process., 2024)

Performance analysis and design of semi-blind beamforming for downlink MIMO-NOMA heterogeneous network. - Sadiq ur Rehman; Jawwad Ahmad; Anwaar Manzar; Muhammad Moinuddin (Telecommun. Syst., 2024)

Wi-Fi RTT Range Offset and Multi-Band Analysis: Challenges and Opportunities for Indoor Localization. - Sultan Al Sulami; Tarig Ballal; Muhammad Moinuddin; Tareq Y. Al-Naffouri (PLANS, 2025)