Identification for Wiener-Hammerstein systems under quantized inputs and quantized output observations | |
Guo, Jin1,2; Zhao, Yanlong3![]() | |
刊名 | ASIAN JOURNAL OF CONTROL
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2019-09-11 | |
页码 | 10 |
关键词 | asymptotic efficiency identification quantized inputs quantized output observations Wiener-Hammerstein system |
ISSN号 | 1561-8625 |
DOI | 10.1002/asjc.2237 |
英文摘要 | 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. |
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 |
语种 | 英语 |
出版者 | WILEY |
WOS记录号 | WOS:000486164100001 |
内容类型 | 期刊论文 |
源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/35579] ![]() |
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. |
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