Compressive sensing-based IoT applications: A review

H Djelouat, A Amira, F Bensaali - Journal of Sensor and Actuator …, 2018 - mdpi.com
The Internet of Things (IoT) holds great promises to provide an edge cutting technology that
enables numerous innovative services related to healthcare, manufacturing, smart cities and …

A survey on vital signs detection using radar techniques and processing with FPGA implementation

AB Obadi, PJ Soh, O Aldayel… - IEEE Circuits and …, 2021 - ieeexplore.ieee.org
This paper presents a survey of the state-of-the-art advances in human vital signs detection
using radar sensors, their integration and coexistence with communication systems, and …

Secure sparse watermarking on DWT-SVD for digital images

A Bose, SP Maity - Journal of Information Security and Applications, 2022 - Elsevier
This paper suggests a sparse watermark image embedding scheme on the singular values
of the pre-selected wavelet sub-band coefficients of the digital images. Dictionary learning …

Sparse reconstruction of chirplets for automotive FMCW radar interference mitigation

A Correas-Serrano… - 2019 IEEE MTT-S …, 2019 - ieeexplore.ieee.org
Mutual interference in automotive radar scenarios is going to become a major concern as
the density of vehicles with radar sensors in the roads increases. The present work tackles …

Low-complexity DCD-based sparse recovery algorithms

YV Zakharov, VH Nascimento, RC De Lamare… - IEEE …, 2017 - ieeexplore.ieee.org
Sparse recovery techniques find applications in many areas. Real-time implementation of
such techniques has been recently an important area for research. In this paper, we propose …

Optimized continuous wavelet transform algorithm architecture and implementation on FPGA for motion artifact rejection in radar-based vital signs monitoring

AB Obadi, M Zeghid, PLE Kan, PJ Soh, M Mercuri… - IEEE …, 2022 - ieeexplore.ieee.org
The continuous wavelet transform (CWT) has been used in radar-based vital signs detection
to identify and to remove the motion artifacts from the received radar signals. Since the CWT …

Joint high‐resolution range and DOA estimation via MUSIC method based on virtual two‐dimensional spatial smoothing for OFDM radar

R Zhang, YH Quan, SQ Zhu, L Yang… - … Journal of Antennas …, 2018 - Wiley Online Library
For the purpose of target parameter estimation of the orthogonal frequency‐division
multiplexing (OFDM) radar, a high‐resolution method of joint estimation on range and …

A low-complexity hardware implementation of compressed sensing-based channel estimation for ISDB-T system

R Ferdian, Y Hou, M Okada - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Compressed sensing (CS) is one of the hottest research topics in the sparse signal
reconstruction problem. But CS implementation has a drawback of high computational …

Reduced computational complexity orthogonal matching pursuit using a novel partitioned inversion technique for compressive sensing

S Kim, U Yun, J Jang, G Seo, J Kang, HN Lee, M Lee - Electronics, 2018 - mdpi.com
This paper reports a field-programmable gate array (FPGA) design of compressed sensing
(CS) using the orthogonal matching pursuit (OMP) algorithm. While solving the least …

System on chip implementation of low complex orthogonal matching pursuit algorithm on FPGA

VR Kopparthi, R Peesapati… - 2020 6th International …, 2020 - ieeexplore.ieee.org
This paper presents a System on Chip (SoC) implementation of the standard Orthogonal
Matching Pursuit (OMP) algorithm using matrix partition and Modified Cholesky factorization …