FPGA Implementation of Real-Time Compressive Sensing with Partial Fourier Dictionary by Yinghui Quan, Yachao Li, Xiaoxiao Gao, Mengdao Xing

“…This paper presents a novel real-time compressive sensing (CS) reconstruction which employs high density field-programmable gate array (FPGA) for hardware acceleration. …”
Get full text

Micro-Doppler Ambiguity Resolution Based on Short-Time Compressed Sensing by Jing-bo Zhuang, Zhen-miao Deng, Yi-shan Ye, Yi-xiong Zhang, Yan-yong Chen

“…In this paper, we propose a novel method based on compressed sensing (CS) to solve micro-Doppler ambiguity. …”
Get full text

Fast reconstruction method for compressed sensing model with semi-tensor product by Jinming WANG, Shiping YE, Lizhe YU, Sen XU, Yanjun JIANG

Subjects: “…compressed sensing…”
Get full text

Improved Compressed Sensing Reconfiguration Algorithm with Shockwave Dynamic Compensation Features by Mingchi Ju, Yingjie Dai, Tailin Han, Yingzhi Wang, Bo Xu, Xuan Liu

“…This paper proposes a regularized generalized orthogonal matching pursuit algorithm with dynamic compensation characteristics based on the application context of compressive sensing in shock wave signal testing. We add dynamic compensation denoising as a regularization condition to the reconstruction algorithm. …”
Get full text

Analysis on the DOA estimation of uniform circular arrays based on compressive sensing by Lin-shu HUANG, Hao CHA, Hui-juan YE, Kai XU

Subjects: Get full text

Compressed Sensing Photoacoustic Imaging Reconstruction Using Elastic Net Approach by Xueyan Liu, Shuo Dai, Mengyu Wang, Yining Zhang

Get full text

A power line channel estimation mechanism based on compressed sensing by Yeshen HE, Kun LIANG

Subjects: Get full text

Cyclostationary Feature Detection Based on Compressed Sensing and Wavelet De-Noising by Haifeng Tan, Jun Lu, Xuan Fu, Qixun Zhang

Subjects: “…compressed sensing…”
Get full text

Distributed variational sparse Bayesian compressed sensing based on factor graphs by Cui-tao ZHU, Fan YANG, Han-xin WANG, Zhong-jie LI

Get full text

Guaranteed Stability of Sparse Recovery in Distributed Compressive Sensing MIMO Radar by Yu Tao, Gong Zhang, Jindong Zhang

“…Low SNR condition has been a big challenge in the face of distributed compressive sensing MIMO radar (DCS-MIMO radar) and noise in measurements would decrease performance of radar system. …”
Get full text

Bayesian Compressive Sensing as Applied to Directions-of-Arrival Estimation in Planar Arrays by Matteo Carlin, Paolo Rocca, Giacomo Oliveri, Andrea Massa

“…The Bayesian compressive sensing (BCS) is applied to estimate the directions of arrival (DoAs) of narrow-band electromagnetic signals impinging on planar antenna arrangements. …”
Get full text

Compressed Sensing Photoacoustic Imaging Based on Fast Alternating Direction Algorithm by Xueyan Liu, Dong Peng, Wei Guo, Xibo Ma, Xin Yang, Jie Tian

“…At the cost of longer calculations, a compressive sensing reconstruction scheme can achieve artifact-free imaging with fewer measurements. …”
Get full text

A distributed estimation method over network based on compressed sensing by Lin Li, Donghui Li

“…The compressed sensing theory is introduced in the distributed estimation to further reduce the communication load as the unknown parameter of interest is sparse in many situations. …”
Get full text

The Sparsity Adaptive Reconstruction Algorithm Based on Simulated Annealing for Compressed Sensing by Yangyang Li, Jianping Zhang, Guiling Sun, Dongxue Lu

Get full text

Effects of ADC Nonlinearity on the Spurious Dynamic Range Performance of Compressed Sensing by Rongzong Kang, Pengwu Tian, Hongyi Yu

“…Analog-to-information converter (AIC) plays an important role in the compressed sensing system; it has the potential to significantly extend the capabilities of conventional analog-to-digital converter. …”
Get full text

Multiple targets localization via compressive sensing from mere connectivity by Lei LIU, Jian-jun ZHANG, Yang LU, Xing WEI, Jiang-hong HAN

Subjects: Get full text

Off-Grid DOA Estimation Based on Compressed Sensing on Multipath Environment by Bin Hu, Xueyong Shen, Min Jiang, Kaiheng Zhao

“…In this paper, an off-grid DOA estimation technique based on compressed sensing (CS) on multipath environment is proposed. …”
Get full text

Channel estimation method based on compressive sensing for FBMC/OQAM system by Weina YUAN, Qiu YAN

Subjects: Get full text

Multi-target localization algorithm based on adaptive grid in wireless sensor network by Tianjing WANG, Xiuqin LI, Guangwei BAI, Hang SHEN

Subjects: Get full text

Image compressive sensing recovery based on weighted structure group sparse representation by Jia LI, Zhi-rong GAO, Cheng-yi XIONG, Cheng ZHOU

Subjects: “…compressive sensing…”
Get full text