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

文献类型：期刊论文

作者Guo, Jin1; Zhao, Yanlong2; Sun, Chang-Yin1; Yu, Yao1
刊名AUTOMATICA
出版日期2015-10-01
卷号60页码:165-172
关键词System identification Binary-valued output Communication channel Convergence Convergence rate
ISSN号0005-1098
DOI10.1016/j.automatica.2015.06.030
英文摘要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.
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
语种英语
WOS记录号WOS:000361073600021
出版者PERGAMON-ELSEVIER SCIENCE LTD
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/20786]  
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.

入库方式： OAI收割

来源：数学与系统科学研究院

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