A Note on the Convergence of Distributed RLS

doi:10.1109/TAC.2022.3194882

CSpace

	A Note on the Convergence of Distributed RLS
	Liu, Zhaobo 1,2; Li, Chanying 1,2
	2022-12-01
发表期刊	IEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN	0018-9286
卷号	67 期号:12 页码:6762-6769
摘要	This note focuses on the convergence problem of a distributed recursive least squares (RLS) estimator, which converges fast in many circumstances. We find that the convergence behavior of this distributed RLS is quite different for the scalar-parameter and high-dimensional-parameter cases.
关键词	Distributed estimation mean square convergence noises recursive least squares strong consistency
DOI	10.1109/TAC.2022.3194882
收录类别	SCI
语种	英语
资助项目	National Natural Sci-ence Foundation of China[11925109] ; National Natural Sci-ence Foundation of China[U21B6001] ; Strategic Priority Research Program of ChineseAcademy of Sciences[XDA27000000]
WOS研究方向	Automation & Control Systems ; Engineering
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000895440500034
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/60489
专题	中国科学院数学与系统科学研究院
通讯作者	Li, Chanying
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Liu, Zhaobo,Li, Chanying. A Note on the Convergence of Distributed RLS[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2022,67(12):6762-6769.
APA	Liu, Zhaobo,&Li, Chanying.(2022).A Note on the Convergence of Distributed RLS.IEEE TRANSACTIONS ON AUTOMATIC CONTROL,67(12),6762-6769.
MLA	Liu, Zhaobo,et al."A Note on the Convergence of Distributed RLS".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 67.12(2022):6762-6769.