A systematic review of compressive sensing: Concepts, implementations and applications

M Rani, SB Dhok, RB Deshmukh - IEEE access, 2018 - ieeexplore.ieee.org
Compressive Sensing (CS) is a new sensing modality, which compresses the signal being
acquired at the time of sensing. Signals can have sparse or compressible representation …

Compressive fluorescence microscopy for biological and hyperspectral imaging

V Studer, J Bobin, M Chahid, HS Mousavi… - Proceedings of the …, 2012 - pnas.org
The mathematical theory of compressed sensing (CS) asserts that one can acquire signals
from measurements whose rate is much lower than the total bandwidth. Whereas the CS …

A nonuniform sampler for wideband spectrally-sparse environments

M Wakin, S Becker, E Nakamura… - IEEE Journal on …, 2012 - ieeexplore.ieee.org
We present a wide bandwidth, compressed sensing based nonuniform sampling (NUS)
system with a custom sample-and-hold chip designed to take advantage of a low average …

A survey on spectrum sensing and learning technologies for 6G

Z Song, Y Gao, R Tafazolli - IEICE Transactions on …, 2021 - search.ieice.org
Cognitive radio provides a feasible solution for alleviating the lack of spectrum resources by
enabling secondary users to access the unused spectrum dynamically. Spectrum sensing …

Sub-Nyquist radar systems: Temporal, spectral, and spatial compression

D Cohen, YC Eldar - IEEE Signal Processing Magazine, 2018 - ieeexplore.ieee.org
Radar is an acronym for" radio detection and ranging." However, the functions of today's
radar systems, both in civilian and military applications, go beyond simple target detection …

A compressed sensing parameter extraction platform for radar pulse signal acquisition

J Yoo, C Turnes, EB Nakamura, CK Le… - IEEE Journal on …, 2012 - ieeexplore.ieee.org
In this paper we present a complete (hardware/software) sub-Nyquist rate (× 13) wideband
signal acquisition chain capable of acquiring radar pulse parameters in an instantaneous …

Adaptive dictionary reconstruction for compressed sensing of ECG signals

D Craven, B McGinley, L Kilmartin… - IEEE journal of …, 2016 - ieeexplore.ieee.org
This paper proposes a novel adaptive dictionary (AD) reconstruction scheme to improve the
performance of compressed sensing (CS) with electrocardiogram signals (ECG). The …

A 100MHz–2GHz 12.5 x sub-Nyquist rate receiver in 90nm CMOS

J Yoo, S Becker, M Loh, M Monge… - 2012 IEEE radio …, 2012 - ieeexplore.ieee.org
A fully-integrated, high-speed, wideband receiver called the random modulation pre-
integrator is realized in IBM 90nm digital CMOS. It achieves an effective instantaneous …

A 51-pJ/pixel 33.7-dB PSNR 4× compressive CMOS image sensor with column-parallel single-shot compressive sensing

C Park, W Zhao, I Park, N Sun… - IEEE Journal of Solid …, 2021 - ieeexplore.ieee.org
This article presents a CMOS image sensor (CIS) with column-parallel single-shot
compressive sensing (CS) for always-on Internet-of-Things (IoT) application, which achieves …

SHM With Low-Cost, Low-Energy and Low-Rate IoT Devices: Reducing Transmission Burden With Compressive Sensing

I Bisio, C Garibotto, A Grattarola… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Structural health monitoring (SHM) is a process aimed at studying variations in the expected
behavior of a structure in order to locate damage, material deterioration and other …