A Bayesian Compressive Sensing-Based Planar Array Diagnosis Approach From Near-Field Measurements

doi:10.1109/LAWP.2020.3046879

CORC > 深海科学与工程研究所 > 中国科学院深海科学与工程研究所 > 深海工程技术部 > 深海信息技术研究室

	A Bayesian Compressive Sensing-Based Planar Array Diagnosis Approach From Near-Field Measurements
	Lin, Zhenwei 5; Chen, Yaowu 2; Liu, Xuesong 3; Jiang, Rongxin 4; Shen, Binjian 1
刊名	IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS
	2021-02-01
卷号	20 期号:2 页码:249-253
关键词	Arrays Antenna measurements Signal to noise ratio Planar arrays Bayes methods Position measurement Compressed sensing Array signal processing Bayesian compressive sensing (BCS) fault diagnosis near-field measurement
ISSN号	1536-1225
DOI	10.1109/LAWP.2020.3046879
英文摘要	Array diagnosis is an important tool for detecting and correcting array antenna failures. In this letter, a high-precision planar array diagnosis method based on the Bayesian compressive sensing (BCS) theory is proposed. The model of a near-field signal with a spherical wavefront is used to acquire the measured data. Then, the difference between the beam pattern of the reference array and the array under test is obtained. The array diagnosis problem involves finding the difference between the weights of the reference and of the array under test with known differences between patterns. This problem is reformulated in a Bayesian compressive sensing framework and can be efficiently solved using a fast relevance vector machine. Numerical results confirm the superiority of the proposed method in terms of diagnostic accuracy and computational efficiency than those in previous studies.
资助项目	Fundamental Research Funds for the Central Universities ; National Science Foundation for Young Scientists of China[41806115] ; National Key Research and Development on Deep Ocean Technology and System[2016YFC0301604]
WOS研究方向	Engineering ; Telecommunications
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000616304100001
资助机构	Fundamental Research Funds for the Central Universities ; National Science Foundation for Young Scientists of China ; National Key Research and Development on Deep Ocean Technology and System
内容类型	期刊论文
源URL	[http://ir.idsse.ac.cn/handle/183446/8505]
专题	深海工程技术部_深海信息技术研究室
通讯作者	Chen, Yaowu
作者单位	1.Chinese Acad Sci, Inst Deep Sea Sci & Engn, Haikou 572000, Hainan, Peoples R China 2.Zhejiang Univ, Engn Res Ctr, Embedded Syst Educ Dept, Hangzhou 310027, Zhejiang, Peoples R China 3.Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China 4.Zhejiang Univ, Zhejiang Prov Key Lab Network Multimedia Technol, Hangzhou 310027, Zhejiang, Peoples R China 5.Zhejiang Univ, Inst Adv Digital Technol & Instrumentat, Hangzhou 310027, Zhejiang, Peoples R China
推荐引用方式 GB/T 7714	Lin, Zhenwei,Chen, Yaowu,Liu, Xuesong,et al. A Bayesian Compressive Sensing-Based Planar Array Diagnosis Approach From Near-Field Measurements[J]. IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS,2021,20(2):249-253.
APA	Lin, Zhenwei,Chen, Yaowu,Liu, Xuesong,Jiang, Rongxin,&Shen, Binjian.(2021).A Bayesian Compressive Sensing-Based Planar Array Diagnosis Approach From Near-Field Measurements.IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS,20(2),249-253.
MLA	Lin, Zhenwei,et al."A Bayesian Compressive Sensing-Based Planar Array Diagnosis Approach From Near-Field Measurements".IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS 20.2(2021):249-253.