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State estimation with quantised innovations and communication channels
Guo, Jin1; Zhao, Yanlong2; Sun, Chang-Yin1
2015-11-19
Source PublicationIET Control Theory and Applications
ISSN1751-8644
Volume9Issue:17Pages:2606-2612
AbstractThis 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.
DOI10.1049/iet-cta.2015.0029
Language英语
Funding ProjectNational 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 Research AreaAutomation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS IDWOS:000364337400016
PublisherINST ENGINEERING TECHNOLOGY-IET
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Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/21189
Collection系统科学研究所
Corresponding AuthorZhao, Yanlong
Affiliation1.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
Recommended Citation
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.
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