Radar Target Recognition Algorithm Based on RCS Observation Sequence - Set-Valued Identification Method

doi:10.1007/s11424-015-4151-8

CSpace > 系统科学研究所

	Radar Target Recognition Algorithm Based on RCS Observation Sequence - Set-Valued Identification Method
	Wang Ting; Bi Wenjian; Zhao Yanlong; Xue Wenchao
	2016-06-01
发表期刊	JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
ISSN	1009-6124
卷号	29 期号:3 页码:573-588
摘要	This paper studies the problem of radar target recognition based on radar cross section (RCS) observation sequence. First, the authors compute the discrete wavelet transform of RCS observation sequence and extract a valid statistical feature vector containing five components. These five components represent five different features of the radar target. Second, the authors establish a set-valued model to represent the relation between the feature vector and the authenticity of the radar target. By set-valued identification method, the authors can estimate the system parameter, based on which the recognition criteria is given. In order to illustrate the efficiency of the proposed recognition method, extensive simulations are given finally assuming that the true target is a cone frustum and the RCS of the false target is normally distributed. The results show that the set-valued identification method has a higher recognition rate than the traditional fuzzy classification method and evidential reasoning method.
关键词	Feature extraction radar target recognition RCS set-valued identification wavelet transform
DOI	10.1007/s11424-015-4151-8
语种	英语
资助项目	National Natural Science Foundation of China[61174042] ; National Key Basic Research Program of China (973 Program)[2014CB845301]
WOS研究方向	Mathematics
WOS类目	Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000379826000001
出版者	SPRINGER HEIDELBERG
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/23211
专题	系统科学研究所
通讯作者	Zhao Yanlong
作者单位	Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Wang Ting,Bi Wenjian,Zhao Yanlong,et al. Radar Target Recognition Algorithm Based on RCS Observation Sequence - Set-Valued Identification Method[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2016,29(3):573-588.
APA	Wang Ting,Bi Wenjian,Zhao Yanlong,&Xue Wenchao.(2016).Radar Target Recognition Algorithm Based on RCS Observation Sequence - Set-Valued Identification Method.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,29(3),573-588.
MLA	Wang Ting,et al."Radar Target Recognition Algorithm Based on RCS Observation Sequence - Set-Valued Identification Method".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 29.3(2016):573-588.