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 …

Multi-UAV cooperative localization for marine targets based on weighted subspace fitting in SAGIN environment

X Wang, LT Yang, D Meng, M Dong… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
As an indispensable part of the Internet of Vehicles (IoV), unmanned aerial vehicles (UAVs)
can be deployed for target positioning and navigation in the space–air–ground-integrated …

Generalized nested array: Optimization for degrees of freedom and mutual coupling

J Shi, G Hu, X Zhang, H Zhou - IEEE Communications Letters, 2018 - ieeexplore.ieee.org
In this letter, we propose a generalized nested array (GNA) with two flexible co-prime factors
for enlarging the inter-element spacing of two concatenated uniform linear subarrays. It is …

BSBL-based auxiliary vehicle position analysis in smart city using distributed MEC and UAV-deployed IoT

H Wang, X Wang, X Lan, T Su… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Smart city enters the new 3.0 era, and Internet of Things (IoT) perform as the urban neural
network in smart city. In the industrial areas of smart city, the IoT focuses on industrial …

Robust weighted subspace fitting for DOA estimation via block sparse recovery

D Meng, X Wang, M Huang, L Wan… - IEEE Communications …, 2019 - ieeexplore.ieee.org
In this letter, a novel robust block sparse recovery algorithm by using the weighted subspace
fitting (WSF) is proposed to deal with the direction-of-arrival (DOA) problem under the …

Reweighted regularized sparse recovery for DOA estimation with unknown mutual coupling

X Wang, D Meng, M Huang… - IEEE Communications …, 2018 - ieeexplore.ieee.org
In this letter, the direction-of-arrival (DOA) estimation of uniform linear array under unknown
mutual coupling is dealt with by proposing a reweighted regularized sparse recovery …

A novel block sparse reconstruction method for DOA estimation with unknown mutual coupling

X Zhang, T Jiang, Y Li… - IEEE Communications …, 2019 - ieeexplore.ieee.org
In this letter, we consider the direction-of-arrival (DOA) estimation in the presence of
unknown mutual coupling in application to uniform linear arrays (ULAs). A novel method is …

Robust DOA estimation against mutual coupling with nested array

Z Zheng, C Yang, WQ Wang… - IEEE Signal Processing …, 2020 - ieeexplore.ieee.org
In this letter, we focus on the problem of direction-of-arrival (DOA) estimation with a nested
array in the presence of unknown mutual coupling. Firstly, the measurement model of the …

DOA estimation under mutual coupling of uniform linear arrays using sparse reconstruction

Y Wang, L Wang, J Xie, M Trinkle… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
A novel sparse reconstruction method is developed for direction of arrival (DOA) estimation
in the presence of unknown mutual coupling of uniform linear arrays. In the proposed …

DOA estimation for massive MIMO systems with unknown mutual coupling based on block sparse Bayesian learning

Y Liu, N Dong, X Zhang, X Zhao, Y Zhang, T Qiu - Sensors, 2022 - mdpi.com
Obtaining accurate angle parameters using direction-of-arrival (DOA) estimation algorithms
is crucial for acquiring channel state information (CSI) in massive multiple-input multiple …