Identification for Wiener-Hammerstein systems under quantized inputs and quantized output observations

doi:10.1002/asjc.2237

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	Identification for Wiener-Hammerstein systems under quantized inputs and quantized output observations
	Guo, Jin 1,2; Zhao, Yanlong3
	2019-09-11
发表期刊	ASIAN JOURNAL OF CONTROL
ISSN	1561-8625
页码	10
摘要	This paper investigates the Wiener-Hammerstein system identification with quantized inputs and quantized output observations. By parameterizing the static nonlinear function, system identifiability is discussed first. Then, for the identifiable system a three-step algorithm is proposed to estimate the unknown parameters by employing the empirical measure-based method and the quasi-convex combination technique. Finally, the algorithm is proved to be strongly convergent, the mean-square convergence rate is presented, and the asymptotic efficiency is given by selecting a suitable transformation matrix. A numerical simulation is included to demonstrate the main results obtained.
关键词	asymptotic efficiency identification quantized inputs quantized output observations Wiener-Hammerstein system
DOI	10.1002/asjc.2237
语种	英语
资助项目	National Natural Science Foundation of China[61773054] ; National Natural Science Foundation of China[61622309] ; National Key Research and Development Program of China[2018YFA0703801]
WOS研究方向	Automation & Control Systems
WOS类目	Automation & Control Systems
WOS记录号	WOS:000486164100001
出版者	WILEY
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/35580
专题	系统科学研究所
通讯作者	Guo, Jin
作者单位	1.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China 2.Minist Educ, Key Lab Knowledge Automat Ind Proc, Beijing, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Key Lab Syst & Control, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Guo, Jin,Zhao, Yanlong. Identification for Wiener-Hammerstein systems under quantized inputs and quantized output observations[J]. ASIAN JOURNAL OF CONTROL,2019:10.
APA	Guo, Jin,&Zhao, Yanlong.(2019).Identification for Wiener-Hammerstein systems under quantized inputs and quantized output observations.ASIAN JOURNAL OF CONTROL,10.
MLA	Guo, Jin,et al."Identification for Wiener-Hammerstein systems under quantized inputs and quantized output observations".ASIAN JOURNAL OF CONTROL (2019):10.