Group Testing With Side Information via Generalized Approximate Message Passing

doi:10.1109/TSP.2023.3287671

	Group Testing With Side Information via Generalized Approximate Message Passing
	Cao, Shu-Jie1,2 ; Goenka, Ritesh 3,4; Wong, Chau-Wai 5; Rajwade, Ajit 6; Baron, Dror 5
	2023
会议录名称	IEEE TRANSACTIONS ON SIGNAL PROCESSING (IF:4.6[JCR-2023],5.2[5-Year])
ISSN	1053-587X
卷号	71
页码	2366-2375
DOI	10.1109/TSP.2023.3287671
摘要	Group testing can help maintain a widespread testing program using fewer resources amid a pandemic. In a group testing setup, we are given n samples, one per individual. Each individual is either infected or uninfected. These samples are arranged into m © 1991-2012 IEEE.
关键词	Message passing Signal processing Software testing Compressed-Sensing Contact tracing Decoding Generalized approximate message passing Message-passing Noise measurements Non-adaptive group testing Pandemic Signal processing algorithms
URL	查看原文
收录类别	EI
语种	英语
出版者	Institute of Electrical and Electronics Engineers Inc.
EI入藏号	20232714334860
EI主题词	Approximation algorithms
EISSN	1941-0476
EI分类号	716.1 Information Theory and Signal Processing ; 723.1 Computer Programming ; 723.2 Data Processing and Image Processing ; 723.5 Computer Applications ; 921 Mathematics
原始文献类型	Conference article (CA)
引用统计	正在获取...
文献类型	会议论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/317218
专题	信息科学与技术学院_本科生
通讯作者	Cao, Shu-Jie
作者单位	1.ShanghaiTech University, Shanghai; 201210, China; 2.Northwestern University, Department of Electrical and Computer Engineering, Evanston; IL; 60208, United States; 3.IIT Bombay, Mumbai; 400076, India; 4.The University of British Columbia, Department of Mathematics, Vancouver; BC; V6T 1Z4, Canada; 5.NC State University, Department of Electrical and Computer Engineering, Raleigh; NC; 27695, United States; 6.IIT Bombay, Department of Computer Science and Engineering, Mumbai; 400076, India
第一作者单位	上海科技大学
通讯作者单位	上海科技大学
第一作者的第一单位	上海科技大学
推荐引用方式 GB/T 7714	Cao, Shu-Jie,Goenka, Ritesh,Wong, Chau-Wai,et al. Group Testing With Side Information via Generalized Approximate Message Passing[C]:Institute of Electrical and Electronics Engineers Inc.,2023:2366-2375.