Muhammad Moinuddin

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 65

Top Topics

Least Mean Square

Top Venues

Circuits Syst. Signal Process.

Publications

Naeem Uz Zaman, Khalid Munawar, Muhammad Moinuddin, Ahmad Kamal Hassan, Ubaid M. Al-Saggaf
Sum Capacity-Based Modeling and Secrecy Analysis of MISO-NOMA Cooperative IoT Framework. IEEE Open J. Commun. Soc. 5 (2024)
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri, Ubaid M. Al-Saggaf
Regularized Linear Discriminant Analysis Using a Nonlinear Covariance Matrix Estimator. CoRR (2024)
Sadiq ur Rehman, Jawwad Ahmad, Anwaar Manzar, Muhammad Moinuddin
Beamforming Techniques for MIMO-NOMA for 5G and Beyond 5G: Research Gaps and Future Directions. Circuits Syst. Signal Process. 43 (3) (2024)
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri, Ubaid M. Al-Saggaf
Regularized Linear Discriminant Analysis Using a Nonlinear Covariance Matrix Estimator. IEEE Trans. Signal Process. 72 (2024)
Sadiq ur Rehman, Jawwad Ahmad, Anwaar Manzar, Muhammad Moinuddin
Performance analysis and design of semi-blind beamforming for downlink MIMO-NOMA heterogeneous network. Telecommun. Syst. 85 (4) (2024)
Sadia Nazim, Syed Sajjad Hussain Rizvi, Muhammad Moinuddin, Muhammad Zubair, Muhammad Rizwan Tanweer, Saïma Sultana
An advanced comparative analysis of proposed deep learning architectures for musculoskeletal disorder classification. Int. J. Bus. Inf. Syst. 42 (3/4) (2023)
Kabiru N. Aliyu, Mohamed Hafez Mohamed, Abdulmajid Lawal, Ali H. Muqaibel, Muhammad Moinuddin, Azzedine Zerguine
Efficient Recursive Total Least Mean Fourth Algorithm. SSD (2023)
Muhammad Moinuddin, Azzedine Zerguine, Muhammad Arif
A Weighted Gaussian Kernel Least Mean Square Algorithm. Circuits Syst. Signal Process. 42 (9) (2023)
Muhammad Moinuddin, Azzedine Zerguine
Tensor Least Mean Fourth Algorithm. ACSSC (2023)
Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
A novel quantum calculus-based complex least mean square algorithm (q-CLMS). Appl. Intell. 53 (2) (2023)
Hassan J. Al Dawasari, Muhammad Bilal, Muhammad Moinuddin, Kamran Arshad, Khaled Assaleh
DeepVision: Enhanced Drone Detection and Recognition in Visible Imagery through Deep Learning Networks. Sensors 23 (21) (2023)
Muhammad Arif, Muhammad Moinuddin, Imran Naseem, Abdulrahman U. Alsaggaf, Ubaid M. Al-Saggaf
Diffusion Quantum-Least Mean Square Algorithm with Steady-State Analysis. Circuits Syst. Signal Process. 41 (6) (2022)
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Ubaid M. Al-Saggaf
Portfolio Optimization Using a Consistent Vector-Based MSE Estimation Approach. IEEE Access 10 (2022)
Shahid Munir Shah, Muhammad Moinuddin, Rizwan Ahmed Khan
A Robust Approach for Speaker Identification Using Dialect Information. Appl. Comput. Intell. Soft Comput. 2022 (2022)
Syed Safi Uddin Qadri, Muhammad Arif, Imran Naseem, Muhammad Moinuddin
Robust Incremental Least Mean Square Algorithm With Dynamic Combiner. IEEE Access 10 (2022)
Muhammad Arif, Saba Samreen Khan, Syed Safi Uddin Qadri, Imran Naseem, Muhammad Moinuddin
Efficient Time-Varying q-Parameter Design for q-Incremental Least Mean Square Algorithm with Noisy Links. Circuits Syst. Signal Process. 41 (10) (2022)
Anum Ali, Muhammad Moinuddin, Tareq Y. Al-Naffouri
NLMS is More Robust to Input-Correlation Than LMS: A Proof. IEEE Signal Process. Lett. 29 (2022)
Muhammad Arif, Imran Naseem, Muhammad Moinuddin, Abdulrahman U. Alsaggaf, Ubaid M. Al-Saggaf
Energy-efficient SSD-LMS algorithm for state-space estimation in distributed networks. Digit. Signal Process. 122 (2022)
Muhammad Ahsan Shaikh, Anwaar Manzar, Muhammad Moinuddin, Sadiq ur Rehman, Halar Mustafa
Semi-Blind Beamforming in Beam Space MIMO NOMA for mmWave Communications. IEEE Access 10 (2022)
Nabil Shaukat, Muhammad Moinuddin, Pablo Otero
Underwater Vehicle Positioning by Correntropy-Based Fuzzy Multi-Sensor Fusion. Sensors 21 (18) (2021)
Tareq Y. Al-Naffouri, Muhammad Moinuddin, Anum Ali
Mean-square Analysis of the NLMS Algorithm. CoRR (2021)
Nabil Shaukat, Ahmed Ali, Muhammad Javed Iqbal, Muhammad Moinuddin, Pablo Otero
Multi-Sensor Fusion for Underwater Vehicle Localization by Augmentation of RBF Neural Network and Error-State Kalman Filter. Sensors 21 (4) (2021)
Nabil Shaukat, Ahmed Ali, Muhammad Moinuddin, Pablo Otero
Underwater Vehicle Localization by Hybridization of Indirect Kalman Filter and Neural Network. ICMRE (2021)
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
Development of Enhanced Stimulus Content to Improve the Treatment Efficacy of EEG-Based Frontal Alpha Asymmetry Neurofeedback for Stress Mitigation. IEEE Access 9 (2021)
Anum Ali, Muhammad Moinuddin, Tareq Y. Al-Naffouri
The NLMS Is Steady-State Schur-Convex. IEEE Signal Process. Lett. 28 (2021)
Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS). CoRR (2021)
Ubaid M. Al-Saggaf, Syed Faraz Naqvi, Muhammad Moinuddin, Sulhi Ali Alfakeh, Syed Saad Azhar Ali
Performance Evaluation of EEG Based Mental Stress Assessment Approaches for Wearable Devices. Frontiers Neurorobotics 15 (2021)
Ahmad Kamal Hassan, Muhammad Moinuddin
Beamforming Using Exact Evaluation of Leakage and Ergodic Capacity of MU-MIMO System. Sensors 21 (20) (2021)
Seongyong Park, Shujaat Khan, Muhammad Moinuddin, Ubaid M. Al-Saggaf
GSSMD: A new standardized effect size measure to improve robustness and interpretability in biological applications. CoRR (2020)
Seongyong Park, Shujaat Khan, Muhammad Moinuddin, Ubaid M. Al-Saggaf
GSSMD: A new standardized effect size measure to improve robustness and interpretability in biological applications. BIBM (2020)
Ahmad Kamal Hassan, Muhammad Moinuddin, Ubaid M. Al-Saggaf, Omar Aldayel, Timothy N. Davidson, Tareq Y. Al-Naffouri
Performance Analysis and Joint Statistical Beamformer Design for Multi-User MIMO Systems. IEEE Commun. Lett. 24 (10) (2020)
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri, Ubaid M. Al-Saggaf
A Robust LCMP Beamformer with Limited Snapshots. EUSIPCO (2020)
Ali Muhammad Ali Rushdi, Ahmad Kamal Hassan, Muhammad Moinuddin
System reliability analysis of small-cell deployment in heterogeneous cellular networks. Telecommun. Syst. 73 (3) (2020)
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Tareq Y. Al-Naffouri, Ubaid M. Al-Saggaf
Low-Complexity Robust Beamforming for a Moving Source. EUSIPCO (2020)
Waleed Aldosari, Muhammad Moinuddin, Abdulah Jeza Aljohani, Ubaid M. Al-Saggaf
Distributed Extended Kalman Filtering Based Techniques for 3-D UAV Jamming Localization. Sensors 20 (22) (2020)
Mujtaba Ghous, Ziaul Haq Abbas, Ghulam Abbas, Ahmad Kamal Hassan, Muhammad Moinuddin
Transmit beamformer based performance analysis and diversity gains of cell edge user in cooperative MISO-NOMA system. Phys. Commun. 41 (2020)
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
Real-Time Stress Assessment Using Sliding Window Based Convolutional Neural Network. Sensors 20 (16) (2020)
Shakeel Muhammad Ibrahim, Muhammad Sohail Ibrahim, Muhammad Usman, Imran Naseem, Muhammad Moinuddin
Heart Segmentation From MRI Scans Using Convolutional Neural Network. CoRR (2019)
Muhammad Usman, Muhammad Sohail Ibrahim, Jawwad Ahmad, Syed Saiq Hussain, Muhammad Moinuddin
Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation. CoRR (2019)
Muhammad Arif, Imran Naseem, Muhammad Moinuddin, Ubaid M. Al-Saggaf
Modified Incremental LMS with Improved Stability via Convex Combination of Two Adaptive Filters. Circuits Syst. Signal Process. 38 (9) (2019)
Hasan A. Bjaili, Muhammad Moinuddin, Ali M. Rushdi
A State-Space Backpropagation Algorithm for Nonlinear Estimation. Circuits Syst. Signal Process. 38 (8) (2019)
Alishba Sadiq, Muhammad Usman, Shujaat Khan, Imran Naseem, Muhammad Moinuddin, Ubaid M. Al-Saggaf
q-LMF: Quantum Calculus-Based Least Mean Fourth Algorithm. ICICT (1) (2019)
Shujaat Khan, Jawwad Ahmad, Alishba Sadiq, Imran Naseem, Muhammad Moinuddin
Spatio-Temporal RBF Neural Networks. CoRR (2019)
Abdullah Al-Gafri, Muhammad Moinuddin, Ubaid M. Al-Saggaf
Combining Diffusion Processes for Semi-supervised Learning on Graph Structured Data. IntelliSys (2) (2019)
Muhammad Usman, Muhammad Sohail Ibrahim, Jawwad Ahmad, Syed Saiq Hussain, Muhammad Moinuddin
Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation. INTELLECT (2019)
Syed Muhammad Asad, Muhammad Moinuddin, Azzedine Zerguine, Jonathon A. Chambers
A robust and stable variable step-size design for the least-mean fourth algorithm using quotient form. Signal Process. 162 (2019)
Abdul Hai Muzammil Mohammed, Muhammad Moinuddin, Ubaid Muhsen Al-Saggaf, Ahmad Kamal Hassan
Outage probability analysis and adaptive combiner for multiuser multipolarized antenna systems. Turkish J. Electr. Eng. Comput. Sci. 27 (1) (2019)
Yasir Hafeez, Syed Saad Azhar Ali, Wajid Mumtaz, Muhammad Moinuddin, Syed Hasan Adil, Ubaid Muhsen Al-Saggaf, Mohd Azhar Mohd Yasin, Aamir Saeed Malik
Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents. IEEE Access 7 (2019)
Muhammad Arif, Imran Naseem, Muhammad Moinuddin, Muhammad Nasir Iqbal
Improved Optimum Error Nonlinearities Using Cramer-Rao Bound Estimation. Circuits Syst. Signal Process. 38 (11) (2019)
Alishba Sadiq, Muhammad Usman, Shujaat Khan, Imran Naseem, Muhammad Moinuddin, Ubaid M. Al-Saggaf
q-LMF: Quantum Calculus-based Least Mean Fourth Algorithm. CoRR (2018)
Muhammad Moinuddin, Tareq Y. Al-Naffouri, Khaled A. Al-Hujaili
Improved Steady State Analysis of the Recursive Least Squares Algorithm. ICASSP (2018)
Shujaat Khan, Jawwad Ahmad, Imran Naseem, Muhammad Moinuddin
A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks. Circuits Syst. Signal Process. 37 (2) (2018)
Shujaat Khan, Imran Naseem, Alishba Sadiq, Jawwad Ahmad, Muhammad Moinuddin
Comments on "Momentum fractional LMS for power signal parameter estimation". CoRR (2018)
Arif Ahmed, Muhammad Moinuddin, Ubaid M. Al-Saggaf
-State Space Least Mean Family of Algorithms. Circuits Syst. Signal Process. 37 (2) (2018)
Ahmad Kamal Hassan, Muhammad Moinuddin, Ubaid M. Al-Saggaf
Sum Ergodic Capacity Analysis Using Asymptotic Design of Massive MU-MIMO Systems. Wirel. Pers. Commun. 100 (4) (2018)
Umair bin Mansoor, Qadri Mayyala, Muhammad Moinuddin, Azzedine Zerguine
Quasi-Newton least-mean fourth adaptive algorithm. EUSIPCO (2017)
Muhammad Arif, Imran Naseem, Muhammad Moinuddin
State-space fractional-least mean square algorithm. INTELLECT (2017)
Muhammad Ahsan Shaikh, Vali Uddin, Muhammad Moinuddin
How imperfect orthogonality of pilot affects channel estimation and data recovery techniques in massive MIMO system. INTELLECT (2017)
Rafeeq Ahmed, Ubaid M. Al-Saggaf, Muhammad Moinuddin, Ahmad Kamal Hassan
Mitigation of self-interference and multi-user interference in downlink multi-user MIMO system. IET Commun. 11 (17) (2017)
Shahid Munir Shah, Shahzad Ahmed Memon, Khalil-ur-Rehman Khoumbati, Muhammad Moinuddin
A Pashtu speakers database using accent and dialect approach. Int. J. Appl. Pattern Recognit. 4 (4) (2017)
Ahmad Kamal Hassan, Muhammad Moinuddin, Ubaid M. Al-Saggaf, Tareq Y. Al-Naffouri
Performance Analysis of Beamforming in MU-MIMO Systems for Rayleigh Fading Channels. IEEE Access 5 (2017)
Tareq Y. Al-Naffouri, Muhammad Moinuddin, Nizar Ajeeb, Babak Hassibi, Aris L. Moustakas
On the Distribution of Indefinite Quadratic Forms in Gaussian Random Variables. IEEE Trans. Commun. 64 (1) (2016)
Khalid Mahmood, Syed Muhammad Asad, Muhammad Moinuddin, Azzedine Zerguine, Lahouari Cheded
Multiple access interference in MIMO-CDMA systems under Rayleigh fading: statistical characterization and applications. EURASIP J. Adv. Signal Process. 2016 (2016)
Khaled A. Al-Hujaili, Tareq Y. Al-Naffouri, Muhammad Moinuddin
The steady-state of the (Normalized) LMS is schur convex. ICASSP (2016)
Muhammad Moinuddin, Azzedine Zerguine
Transient analysis of NCLMS and ZNCLMS algorithms. SSD (2016)
Khalid Mahmood, Syed Muhammad Asad, Muhammad Omer Bin Saeed, Muhammad Moinuddin, Azzedine Zerguine
Rayleigh fading channel estimation using MMSE estimator for MIMO-CDMA system. ICCSPA (2015)
Muhammad Moinuddin, Ubaid M. Al-Saggaf, Arif Ahmed
Family of state space least mean power of two-based algorithms. EURASIP J. Adv. Signal Process. 2015 (2015)
Ubaid M. Al-Saggaf, Muhammad Moinuddin, Muhammad Arif, Azzedine Zerguine
The q-Least Mean Squares algorithm. Signal Process. 111 (2015)
Khalid Mahmood, Syed Muhammad Asad, Azzedine Zerguine, Muhammad Moinuddin
MAI plus noise-constrained LMS-based algorithm for MIMO-CDMA DFE systems. SSD (2015)
Ubaid M. Al-Saggaf, Muhammad Moinuddin, Azzedine Zerguine
An efficient least mean squares algorithm based on q-gradient. ACSSC (2014)
Syed Sajjad Hussain, Manzoor Hashmani, Muhammad Moinuddin, Kamran Raza
A Novel Topology in Modular Ann Approach for Multi-Modal Concept Identification and Image Retrieval. Intell. Autom. Soft Comput. 20 (1) (2014)
Khalid Mahmood, Syed Muhammad Asad, Muhammad Moinuddin, Azzedine Zerguine, Shashi Paul
Statistical analysis of multiple access interference in Rayleigh fading environment for MIMO CDMA systems. SSP (2014)
Muhammad Moinuddin, Imran Naseem
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. 2013 (2013)
Tareq Y. Al-Naffouri, Muhammad Moinuddin
Exact tracking analysis of the NLMS algorithm for correlated Gaussian inputs. EUSIPCO (2013)
Muhammad Moinuddin, Azzedine Zerguine
A novel tracking analysis of the Normalized Least Mean Fourth algorithm. ICASSP (2011)
Khalid Mahmood, Syed Muhammad Asad, Muhammad Moinuddin, Shashi Paul
Design of MAI constrained decision feedback equalizer for MIMO CDMA system. WCSP (2011)
Sheikh Shanawaz Mostafa, Khondker Jahid Reza, Gazi Maniur Rashid, Muhammad Moinuddin, Md. Ziaul Amin, Abdullah Al Nahid
An Efficient Paging Algorithm for Multi-Carrier CDMA System CoRR (2011)
Tareq Y. Al-Naffouri, Muhammad Moinuddin, Muhammad S. Sohail
Mean Weight Behavior of the NLMS Algorithm for Correlated Gaussian Inputs. IEEE Signal Process. Lett. 18 (1) (2011)
Azzedine Zerguine, Muhammad Moinuddin, Syed Ali Aamir Imam
A noise constrained least mean fourth (NCLMF) adaptive algorithm. Signal Process. 91 (1) (2011)
Mohtashim Baqar, Sohaib Azhar, Zeeshan Iqbal, Irfan Shakeel, Laeeq Ahmed, Muhammad Moinuddin
Efficient iris recognition system based on dual boundary detection using robust variable learning rate Multilayer Feed Forward neural network. IAS (2011)
Syed M. Asad, Azzedine Zerguine, Muhammad Moinuddin
On the convergence analysis of a variable step-size LMF algorithm of the quotient form. ICASSP (2010)
Muhammad Moinuddin, Tareq Y. Al-Naffouri, Muhammad S. Sohail
Exact Tracking Analysis of the ∈-NLMS algorithm for circular complex correlated Gaussian input. ISSPIT (2010)
Syed Ali Aamir Imam, Azzedine Zerguine, Muhammad Moinuddin
Convergence and tracking analysis of a constrained least mean fourth adaptive algorithm. ICASSP (2010)
Tareq Y. Al-Naffouri, Muhammad Moinuddin
Exact performance analysis of the epsilon-NLMS algorithm for colored circular Gaussian inputs. IEEE Trans. Signal Process. 58 (10) (2010)
Muhammad Moinuddin, Azzedine Zerguine
Steady-state analysis of the Normalized Least Mean Fourth algorithm without the independence and small step size assumptions. ICASSP (2009)
Azzedine Zerguine, Mun K. Chan, Tareq Y. Al-Naffouri, Muhammad Moinuddin, Colin F. N. Cowan
Convergence and tracking analysis of a variable normalised LMF (XE-NLMF) algorithm. Signal Process. 89 (5) (2009)
Muhammad Moinuddin, Asrar U. H. Sheikh, Azzedine Zerguine, Mohamed A. Deriche
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. 2008 (2008)
Azzedine Zerguine, Muhammad Moinuddin, Asrar U. H. Sheikh
Multiple access interference plus noise constrained least mean square algorithm. EUSIPCO (2008)
Syed Ali Aamir Imam, Azzedine Zerguine, Muhammad Moinuddin
A statistical noise constrained least mean fourth adaptive algorithm. ICASSP (2008)
Muhammad Moinuddin, Azzedine Zerguine, Asrar U. H. Sheikh
Multiple-Access Interference Plus Noise-Constrained Least Mean Square (MNCLMS) Algorithm for CDMA Systems. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2008)
Muhammad Moinuddin, Mohamed A. Deriche, Asrar U. H. Sheikh, Azzedine Zerguine
Analysis of multiple access interference in synchronous downlink CDMA systems with random signature sequences in AWGN and fading environments. ISSPA (2007)
Muhammad Moinuddin, Azzedine Zerguine, Asrar U. H. Sheikh
Tracking analysis of the NLMF algorithm in the presence of both random and cyclic nonstationarities. ISSPA (2005)
Muhammad Moinuddin, Azzedine Zerguine
Tracking analysis of variable XE-NLMF algorithm in the presence of both random and cyclic nonstationarities. EUSIPCO (2005)
M. Kashif Saeed Khan, Wasfi G. Al-Khatib, Muhammad Moinuddin
Automatic classification of speech and music using neural networks. MMDB (2004)
Muhammad Moinuddin, Azzedine Zerguine
Tracking analysis of the NLMS algorithm in the presence of both random and cyclic nonstationarities. IEEE Signal Process. Lett. 10 (9) (2003)
Muhammad Moinuddin, Azzedine Zerguine
Tracking analysis of normalized adaptive algorithms. ICASSP (6) (2003)
Muhammad Shafiq, Muhammad Moinuddin
Adaptive Inverse Control using a Multi Layer Perceptron Neural Network. Modelling, Identification and Control (2003)