KMS Of Academy of mathematics and systems sciences, CAS
Information Security Protocol Based System Identification with Binary-Valued Observations | |
Xu, Changbao1,2; Zhao, Yanlong1,2; Zhang, Ji-Feng1,2 | |
2018-08-01 | |
发表期刊 | JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY |
ISSN | 1009-6124 |
卷号 | 31期号:4页码:946-963 |
摘要 | Traditional control does not pay much attention to information security problems in system identification enough, which are important in practical applications. This paper focuses on the security problem of input information in a class of system identification problems with noise and binary-valued observations, presents a cryptography based security protocol, and improves it in the range of allowed errors. During solving the identification problem, the improved security protocol can ensure that the input information is not leaked, and thus, can deal with passive attacks effectively. Besides, a quantitative relationship among the input information, the public key in encryption and the number of participants in the improved protocol is shown. Finally, the simulation results show that, the identification algorithm can still achieve the estimation accuracy by adding the improved security protocol. However, compared with the original identification algorithm, the time complexity of the algorithm with the improved security protocol increases. |
关键词 | Cryptography identification algorithm information security passive attacks security protocol time complexity |
DOI | 10.1007/s11424-017-7075-7 |
语种 | 英语 |
资助项目 | National Key Basic Research Program of China (973 Program)[2014CB845301] ; National Natural Science Foundation of China[61227902] |
WOS研究方向 | Mathematics |
WOS类目 | Mathematics, Interdisciplinary Applications |
WOS记录号 | WOS:000430532000006 |
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/30024 |
专题 | 系统科学研究所 |
通讯作者 | Xu, Changbao |
作者单位 | 1.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China |
推荐引用方式 GB/T 7714 | Xu, Changbao,Zhao, Yanlong,Zhang, Ji-Feng. Information Security Protocol Based System Identification with Binary-Valued Observations[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2018,31(4):946-963. |
APA | Xu, Changbao,Zhao, Yanlong,&Zhang, Ji-Feng.(2018).Information Security Protocol Based System Identification with Binary-Valued Observations.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,31(4),946-963. |
MLA | Xu, Changbao,et al."Information Security Protocol Based System Identification with Binary-Valued Observations".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 31.4(2018):946-963. |
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