Publications

2026

1. TSP, 26

   2D DOA Estimation of Coherent Signals Exploiting Forward-Backward Covariance Tensor

   Saidur R Pavel, Yimin D Zhang, and Shunqiao Sun

   IEEE Trans. Signal Process., 2026

2025

1. SPL, 25

   2D DOA Estimation of Coherent Signals Exploiting Moving Uniform Rectangular Array

   Saidur R Pavel and Yimin D Zhang

   IEEE Signal Process. Lett., 2025

2024

1. SPL, 24

   Direction-of-Arrival Estimation of Mixed Coherent and Uncorrelated Signals

   Saidur R Pavel and Yimin D Zhang

   IEEE Signal Process. Lett., 2024

2023

1. Algorithms, 23

   

   Optimization of the Compressive Measurement Matrix in a Massive MIMO System Exploiting LSTM Networks

   Saidur R Pavel and Yimin D Zhang

   Algorithms, 2023

2022

1. SigPro, 22

   

   Crossterm-free time-frequency representation exploiting deep convolutional neural network

   Shuimei Zhang, Md Saidur Rahman Pavel, and Yimin D Zhang

   Signal Processing, 2022

2026

1. Radarconf, 26

   Hybrid beamformer optimization for coherent signal detection

   Md Saidur R Pavel, Yimin D Zhang, and Braham Himed

   In Proc. IEEE Radar Conf., 2026

2025

1. Asilomar, 25

   Tensor-Based Compressive Measurements in Two-Dimensional Massive MIMO Systems

   Saidur R Pavel and Yimin D Zhang

   In Proc. Asilomar Conf. Signals, Systems, and Computers, 2025
2. Asilomar, 25

   Deep Learning Model Chaining for DOA Estimation Using Sparse Arrays

   Mirza A Haider, Saidur R Pavel, and Yimin D Zhang

   In Proc. Asilomar Conf. Signals, Systems, and Computers, 2025
3. EUSIPCO, 25

   Structured Decorrelation of Covariance Matrix for DOA Estimation of Coherent Signals

   Saidur R Pavel, Yimin D Zhang, and Braham Himed

   In Proc. Eur. Signal Process. Conf. (EUSIPCO), 2025
4. ICASSP, 25

   Massive MIMO System Partitioning for Efficient Hybrid Beamformer Optimization

   Saidur R Pavel, Yimin D Zhang, and Batu K Chalise

   In Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP), 2025
5. Radarconf, 25

   Time-Varying Direction-of-Arrival Estimation Exploiting Mamba Network

   Saidur R Pavel, Mirza A Haider, Yimin D Zhang, and 4 more authors

   In Proc. IEEE Radar Conf., 2025

2024

1. ICASSP, 24

   Tensor Reconstruction-Based Sparse Array 2-D Estimation of Mixed Coherent and Uncorrelated Signals

   Saidur R Pavel, Yimin D Zhang, Shunqiao Sun, and 1 more author

   In Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP), 2024
2. Radarconf, 24

   Tensor Reconstruction-Based Sparse Array Interpolation for 2-D DOA Estimation of Coherent Signals

   Md Saidur R Pavel, Yimin D Zhang, and Braham Himed

   In Proc. IEEE Radar Conf., 2024

2023

1. ICASSP, 23

   Active IRS-assisted MIMO channel estimation and prediction

   Mirza A Haider, Saidur R Pavel, Yimin D Zhang, and 1 more author

   In Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP), 2023
2. ICASSP, 23

   Deep learning-based compressive sampling optimization in massive MIMO systems

   Saidur R Pavel, Yimin D Zhang, Maria S Greco, and 1 more author

   In Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP), 2023
3. Asilomar, 23

   Reinforcement Learning-Based Weak Signal Detection from Compressed Measurements in Massive MIMO Systems

   Md Saidur R Pavel and Yimin D Zhang

   In Proc. Asilomar Conf. Signals, Systems, and Computers, 2023

2022

1. Asilomar, 22

   Deep Learning-Based Robust Imaging Exploiting 2-D Array Compressive Measurement

   Md Saidur R Pavel and Yimin D Zhang

   In Proc. Asilomar Conf. Signals, Systems, and Computers, 2022
2. SAM, 22

   Neural network approach to iterative optimization of compressive measurement matrix in massive MIMO system

   Saidur R Pavel and Yimin D Zhang

   In Proc. Sensor Array Multichannel Signal Process. Workshop (SAM), 2022
3. ICASSP, 22

   Neural network-based compression framework for DOA estimation exploiting distributed array

   Saidur R Pavel and Yimin D Zhang

   In Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP), 2022

2021

1. Asilomar, 21

   Machine learning-based direction-of-arrival estimation exploiting distributed sparse arrays

   Saidur R Pavel, Md Waqeeb TS Chowdhury, Yimin D Zhang, and 2 more authors

   In Proc. Asilomar Conf. Signals, Systems, and Computers, 2021