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State estimation with quantised innovations and communication channels

文献类型：期刊论文

作者Guo, Jin1; Zhao, Yanlong2; Sun, Chang-Yin1
刊名IET Control Theory and Applications
出版日期2015-11-19
卷号9期号:17页码:2606-2612
ISSN号1751-8644
DOI10.1049/iet-cta.2015.0029
英文摘要This study considers the minimum mean-squared error (MMSE) state estimation for the discrete linear stochastic systems subject to both the quantisation and the communication unreliability. Based on the binary quantised innovation and a binary symmetric channel, the recursive MMSE estimator is established, and its performance is analysed. It is also discussed how the quantisation scheme and the communication uncertainty jointly affect the estimation quality. Consequently, the related results are extended to the case of the time-invariant discrete memoryless channel. Numerical simulations are included to illustrate the main results obtained.
资助项目National Science Fund for Distinguished Young Scholars[61125306] ; National Key Basic Research Program of China (973 program)[2014CB845301] ; National Natural Science Foundation of China[61174042] ; National Natural Science Foundation of China[61403027] ; Beijing Natural Science Foundation[4144078]
WOS研究方向Automation & Control Systems ; Engineering ; Instruments & Instrumentation
语种英语
WOS记录号WOS:000364337400016
出版者INST ENGINEERING TECHNOLOGY-IET
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/21188]  
专题系统科学研究所
通讯作者Zhao, Yanlong
作者单位1.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China
2.Chinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Guo, Jin,Zhao, Yanlong,Sun, Chang-Yin. State estimation with quantised innovations and communication channels[J]. IET Control Theory and Applications,2015,9(17):2606-2612.
APA Guo, Jin,Zhao, Yanlong,&Sun, Chang-Yin.(2015).State estimation with quantised innovations and communication channels.IET Control Theory and Applications,9(17),2606-2612.
MLA Guo, Jin,et al."State estimation with quantised innovations and communication channels".IET Control Theory and Applications 9.17(2015):2606-2612.

入库方式： OAI收割

来源：数学与系统科学研究院

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