Recursive identification of FIR systems with binary-valued outputs and communication channels

doi:10.1016/j.automatica.2015.06.030

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	Recursive identification of FIR systems with binary-valued outputs and communication channels
	Guo, Jin 1; Zhao, Yanlong2 ; Sun, Chang-Yin 1; Yu, Yao 1
	2015-10-01
发表期刊	AUTOMATICA
ISSN	0005-1098
卷号	60 页码:165-172
摘要	This paper investigates the recursive identification of the finite impulse response systems whose outputs are subject to both the binary-valued quantization and the communication unreliability. The discrete memoryless channel with packet losses and the additive white Gaussian noise channel with time-delay are considered, a stochastic gradient type algorithm and a stochastic approximation type algorithm are respectively proposed to estimate the unknown system parameters. Under some mild conditions, the algorithms can be proved to be convergent in the almost sure and mean square senses. Also, the convergence rates are given. Numerical examples are included to illustrate the performance of the algorithms. (C) 2015 Elsevier Ltd. All rights reserved.
关键词	System identification Binary-valued output Communication channel Convergence Convergence rate
DOI	10.1016/j.automatica.2015.06.030
语种	英语
资助项目	National Science Fund for Distinguished Young Scholars[61125306] ; National Natural Science Foundation of China[61174042] ; National Natural Science Foundation of China[61473324] ; National Natural Science Foundation of China[61403027] ; Beijing Natural Science Foundation[4144078]
WOS研究方向	Automation & Control Systems ; Engineering
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000361073600021
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/20787
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, Acad Math & Syst Sci, Inst 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,et al. Recursive identification of FIR systems with binary-valued outputs and communication channels[J]. AUTOMATICA,2015,60:165-172.
APA	Guo, Jin,Zhao, Yanlong,Sun, Chang-Yin,&Yu, Yao.(2015).Recursive identification of FIR systems with binary-valued outputs and communication channels.AUTOMATICA,60,165-172.
MLA	Guo, Jin,et al."Recursive identification of FIR systems with binary-valued outputs and communication channels".AUTOMATICA 60(2015):165-172.