Improved system identification with Renormalization Group

doi:10.1016/j.isatra.2013.10.003

Details of Research Outputs

Status	已发表Published
Title	Improved system identification with Renormalization Group
Creator	Wang, Qingguo1 ; Yu, Chao 1; Zhang, Yong 2
Date Issued	2014
Source Publication	ISA Transactions
ISSN	0019-0578
Volume	53 Issue:5 Pages:1481-1488
Abstract	This paper proposes an improved system identification method with Renormalization Group. Renormalization Group is applied to a fine data set to obtain a coarse data set. The least squares algorithm is performed on the coarse data set. The theoretical analysis under certain conditions shows that the parameter estimation error could be reduced. The proposed method is illustrated with examples. © 2013 ISA. Published by Elsevier Ltd. All rights reserved.
Keyword	Group Least squares estimate Renormalization System identification
DOI	10.1016/j.isatra.2013.10.003
URL	View source
Indexed By	SCIE
Language	英语English
WOS Research Area	Automation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS Subject	Automation & Control Systems ; Engineering, Multidisciplinary ; Instruments & Instrumentation
WOS ID	WOS:000344127800017
Publisher	ISA - Instrumentation, Systems, and Automation Society
Citation statistics	Cited Times:1[WOS] [WOS Record] [Related Records in WOS]
Document Type	Journal article
Identifier	http://repository.uic.edu.cn/handle/39GCC9TT/4326
Collection	Research outside affiliated institution
Affiliation	1.Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117576, Singapore 2.Qiming Venture Partners, Shanghai, 200121, China
Recommended Citation GB/T 7714	Wang, Qingguo,Yu, Chao,Zhang, Yong. Improved system identification with Renormalization Group[J]. ISA Transactions, 2014, 53(5): 1481-1488.
APA	Wang, Qingguo, Yu, Chao, & Zhang, Yong. (2014). Improved system identification with Renormalization Group. ISA Transactions, 53(5), 1481-1488.
MLA	Wang, Qingguo,et al."Improved system identification with Renormalization Group". ISA Transactions 53.5(2014): 1481-1488.

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