On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering

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	On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering
	Yin, G ; Chen, HF
	2002-10-01
发表期刊	SCIENCE IN CHINA SERIES F
ISSN	1009-2757
卷号	45 期号:5 页码:321-334
摘要	This work is devoted to asymptotic properties of a sign-error adaptive filtering algorithm with constant step size. Under much weaker conditions than those that appear in the literature, we obtain convergence and rate of convergence by using weak convergence methods. An example is provided to demonstrate the performance of the algorithm.
关键词	sign-error algorithm constant step size weak convergence rate of convergence diffusion limit
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems
WOS记录号	WOS:000178449900001
出版者	SCIENCE CHINA PRESS
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/16921
专题	中国科学院数学与系统科学研究院
通讯作者	Chen, HF
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Lab Syst & Control, Beijing 100080, Peoples R China 2.Wayne State Univ, Dept Math, Detroit, MI 48202 USA
推荐引用方式 GB/T 7714	Yin, G,Chen, HF. On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering[J]. SCIENCE IN CHINA SERIES F,2002,45(5):321-334.
APA	Yin, G,&Chen, HF.(2002).On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering.SCIENCE IN CHINA SERIES F,45(5),321-334.
MLA	Yin, G,et al."On asymptotic properties of a constant-step-size sign-error algorithm for adaptive filtering".SCIENCE IN CHINA SERIES F 45.5(2002):321-334.