Radar Target Recognition Algorithm Based on RCS Observation Sequence - Set-Valued Identification Method
文献类型：期刊论文
| 作者 | Wang Ting; Bi Wenjian; Zhao Yanlong ; Xue Wenchao
|
| 刊名 | JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
 |
| 出版日期 | 2016-06-01 |
| 卷号 | 29期号:3页码:573-588 |
| 关键词 | Feature extraction radar target recognition RCS set-valued identification wavelet transform |
| ISSN号 | 1009-6124 |
| DOI | 10.1007/s11424-015-4151-8 |
| 英文摘要 | 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. |
| 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000379826000001 |
| 出版者 | SPRINGER HEIDELBERG |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/23210]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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