Enhanced 1-bit radar imaging by exploiting two-level block sparsity

X Wang, G Li, Y Liu, MG Amin - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Conventional compressive sensing (CS) aims at sparse signal recovery from the
measurements with continuous values. Quantized CS (QCS) methods arise in digital …

Joint sparsity pattern recovery with 1-b compressive sensing in distributed sensor networks

S Kafle, V Gupta, B Kailkhura… - … on Signal and …, 2018 - ieeexplore.ieee.org
In this paper, we study the problem of joint sparse support recovery with 1-b quantized
compressive measurements in a distributed sensor network. Multiple nodes in the network …

A fast algorithm for joint sparse signal recovery in 1-bit compressed sensing

H Yang, NY Yu - AEU-International Journal of Electronics and …, 2021 - Elsevier
In this letter, a new algorithm is proposed for fast 1-bit compressed sensing (CS) recovery
from multiple measurement vectors (MMV). The proposed algorithm is based on the …

Gridless Multiple Measurements Method for One‐Bit DOA Estimation with a Nested Cross‐Dipole Array

H Long, T Su, X Wang, M Huang - … Communications and Mobile …, 2021 - Wiley Online Library
The gridless one‐bit direction of arrival (DOA) estimator is proposed to estimate
electromagnetic (EM) sources on a nested cross‐dipole array, and the multiple …

Frugal Data Acquisition and Transmission based on 1-bit Compressive Sensing for Structural Health Monitoring

L Changjian, C Kai, W Yifan, X Bo… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Acquiring the signal from monitoring sensor and transmitting these data to the control center
plays an important part in Structural Health Monitoring. However, small defect monitoring …