Coarray tensor direction-of-arrival estimation

H Zheng, C Zhou, Z Shi, Y Gu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Augmented coarrays can be derived from spatially undersampled signals of sparse arrays
for underdetermined direction-of-arrival (DOA) estimation. With the extended dimension of …

Channel estimation for intelligent reflecting surface assisted MIMO systems: A tensor modeling approach

GT de Araújo, ALF de Almeida… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is an emerging technology for future wireless
communications including 5G and especially 6G. It consists of a large 2D array of (semi-) …

Coupled coarray tensor CPD for DOA estimation with coprime L-shaped array

H Zheng, Z Shi, C Zhou, M Haardt… - IEEE Signal Processing …, 2021 - ieeexplore.ieee.org
Conventional canonical polyadic decomposition (CPD) approach for tensor-based sparse
array direction-of-arrival (DOA) estimation typically partitions the coarray statistics to …

Coarray tensor completion for DOA estimation

H Zheng, Z Shi, C Zhou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Sparse array direction-of-arrival (DOA) estimation using tensor model has been developed
to handle multidimensional sub-Nyquist sampled signals. Furthermore, augmented virtual …

SubTTD: DOA estimation via sub-Nyquist tensor train decomposition

H Zheng, C Zhou, Z Shi… - IEEE Signal Processing …, 2022 - ieeexplore.ieee.org
Conventional tensor direction-of-arrival (DOA) estimation methods for sparse arrays apply
canonical polyadic decomposition (CPD) to the high-order coarray covariance tensor for …

Coarray tensor-based angle estimation for bistatic MIMO radar with a dilated moving receive array

S Luo, Y Wang, J Li, C Tellambura… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Utilizing sparse arrays is a very effective and commonly used method to enhance the
degrees of freedom (DOFs) of multiple-input multiple-output (MIMO) radar. Unfortunately, as …

DOA estimation via coarray tensor completion with missing slices

H Zheng, C Zhou, ALF de Almeida… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
In this paper, a coarray tensor completion-based direction-of-arrival (DOA) estimation
method is proposed for coprime planar array. To perform Nyquist-matched coarray signal …

Sparse Array Interpolation for Direction‐of‐Arrival Estimation

C Zhou, Y Gu, YD Zhang, Z Shi - Sparse Arrays for Radar …, 2024 - Wiley Online Library
Augmented virtual arrays can be derived from the undersampled signals of sparse arrays for
underdetermined direction‐of‐arrival (DOA) estimation. However, it is difficult to exploit the …

Higher-Order Statistics-based Non-Uniform Linear Array for Underdetermined DoA Estimation of Non-Circular Signals

P Gupta, M Agrawal - Circuits, Systems, and Signal Processing, 2022 - Springer
Statistical properties of signals play an essential role in designing algorithms for Direction of
Arrival (DoA) estimation. Many times, signals are assumed to be circular, and circular …

Attention-deep reinforcement learning jointly beamforming based on tensor decomposition for RIS-assisted V2X mmWave massive MIMO system

X Zhou, X Chen, L Tong, Y Wang - Complex & Intelligent Systems, 2024 - Springer
To achieve a green and sustainable wireless communication network, the reconfigurable
intelligent surface (RIS) technology has emerged as an emerging technology. The RIS …