State estimation with quantised innovations and communication channels

doi:10.1049/iet-cta.2015.0029

CSpace > 系统科学研究所

	State estimation with quantised innovations and communication channels
	Guo, Jin 1; Zhao, Yanlong2 ; Sun, Chang-Yin 1
	2015-11-19
发表期刊	IET Control Theory and Applications
ISSN	1751-8644
卷号	9 期号:17 页码:2606-2612
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.
DOI	10.1049/iet-cta.2015.0029
语种	英语
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
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号	WOS:000364337400016
出版者	INST ENGINEERING TECHNOLOGY-IET
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/21189
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.