A review of sparse recovery algorithms

EC Marques, N Maciel, L Naviner, H Cai, J Yang - IEEE access, 2018 - ieeexplore.ieee.org
Nowadays, a large amount of information has to be transmitted or processed. This implies
high-power processing, large memory density, and increased energy consumption. In …

Twenty-five years of sensor array and multichannel signal processing: A review of progress to date and potential research directions

W Liu, M Haardt, MS Greco… - IEEE Signal …, 2023 - ieeexplore.ieee.org
In this article, a general introduction to the area of sensor array and multichannel signal
processing is provided, including associated activities of the IEEE Signal Processing Society …

Channel estimation with reconfigurable intelligent surfaces—A general framework

AL Swindlehurst, G Zhou, R Liu, C Pan… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Optimally extracting the advantages available from reconfigurable intelligent surfaces (RISs)
in wireless communications systems requires estimation of the channels to and from the RIS …

Beam squint assisted user localization in near-field integrated sensing and communications systems

H Luo, F Gao, W Yuan, S Zhang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) has been regarded as a key technology for
6G wireless communications, in which large-scale multiple input and multiple output (MIMO) …

Thinned coprime array for second-order difference co-array generation with reduced mutual coupling

A Raza, W Liu, Q Shen - IEEE Transactions on Signal …, 2019 - ieeexplore.ieee.org
In this work, we present a new coprime array structure termed thinned coprime array (TCA),
which exploits the redundancy in the structure of existing coprime array and achieves the …

Off-grid DOA estimation using sparse Bayesian learning in MIMO radar with unknown mutual coupling

P Chen, Z Cao, Z Chen, X Wang - IEEE Transactions on Signal …, 2018 - ieeexplore.ieee.org
In the practical radar with multiple antennas, the antenna imperfections degrade the system
performance. In this paper, the problem of estimating the direction of arrival (DOA) in a …

On the performance of one-bit DoA estimation via sparse linear arrays

S Sedighi, M Soltanalian… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Direction of Arrival (DoA) estimation using Sparse Linear Arrays (SLAs) has recently gained
considerable attention in array processing thanks to their capability to provide enhanced …

A review of sparse sensor arrays for two-dimensional direction-of-arrival estimation

I Aboumahmoud, A Muqaibel, M Alhassoun… - IEEE …, 2021 - ieeexplore.ieee.org
Two-dimensional (2D) arrays are fundamental to localization applications. Specifically,
sparse arrays can provide superior direction-of-arrival (DoA) estimation performance with …

Super resolution DOA based on relative motion for FMCW automotive radar

W Zhang, P Wang, N He, Z He - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Frequency modulated continuous wave (FMCW) based millimeter wave (MMW) radar
systems have found widespread applications in advanced driving assistant system recently …

Sparsity-based DOA estimation of coherent and uncorrelated targets with flexible MIMO radar

J Shi, G Hu, X Zhang, F Sun - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
This paper considers the direction of arrival (DOA) estimation of coherent and uncorrelated
targets by exploiting a flexible multiple input multiple output radar. First, the proposed radar …