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Information Security Protocol Based System Identification with Binary-Valued Observations

文献类型：期刊论文

作者Xu, Changbao1,2; Zhao, Yanlong1,2; Zhang, Ji-Feng1,2
刊名JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
出版日期2018-08-01
卷号31期号:4页码:946-963
关键词Cryptography identification algorithm information security passive attacks security protocol time complexity
ISSN号1009-6124
DOI10.1007/s11424-017-7075-7
英文摘要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.
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
语种英语
WOS记录号WOS:000430532000006
出版者SPRINGER HEIDELBERG
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/30023]  
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.

入库方式： OAI收割

来源：数学与系统科学研究院

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