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发表状态已发表Published
题名Improved system identification with Renormalization Group
作者
发表日期2014
发表期刊ISA Transactions
ISSN/eISSN0019-0578
卷号53期号:5页码:1481-1488
摘要

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.

关键词Group Least squares estimate Renormalization System identification
DOI10.1016/j.isatra.2013.10.003
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收录类别SCIE
语种英语English
WOS研究方向Automation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS类目Automation & Control Systems ; Engineering, Multidisciplinary ; Instruments & Instrumentation
WOS记录号WOS:000344127800017
出版者ISA - Instrumentation, Systems, and Automation Society
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/4326
专题个人在本单位外知识产出
作者单位
1.Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117576, Singapore
2.Qiming Venture Partners, Shanghai, 200121, China
推荐引用方式
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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