Presentation	1997/6/27 Convergence Analysis of Volterra nonlinear ADF and proposal of A Fast Adaptive Algorithm Atsushi Inomata, Shinpei Uno, Jinhui CHAO,
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Abstract(in English)	Volterra adaptive filters are known as nonlinear adaptive filters of parameter-linear, so that their global convergence is guaranteed. However, explicit and rigor analysis for these kind of adaptive filters is still not observed. In this paper, we present a rigor analysis on mean convergence of quadratic Volterra adaptive filters for Gaussian input signal. Based on these results, a fast convergence adaptive algorithm is proposed.
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Keyword(in English)	Adaptive Filter / Volterra Filter / Convergence Analysis / Fast adaptive algorithm
Paper #	CAS97-21
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Committee	CAS
Conference Date	1997/6/27(1days)
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Registration To	Circuits and Systems (CAS)
Language	JPN
Title (in Japanese)	(See Japanese page)
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Title (in English)	Convergence Analysis of Volterra nonlinear ADF and proposal of A Fast Adaptive Algorithm
Sub Title (in English)
Keyword(1)	Adaptive Filter
Keyword(2)	Volterra Filter
Keyword(3)	Convergence Analysis
Keyword(4)	Fast adaptive algorithm
1st Author's Name	Atsushi Inomata
1st Author's Affiliation	SONY Corporation()
2nd Author's Name	Shinpei Uno
2nd Author's Affiliation	Dept. of Electrical and Electronic Eng. Faculty of Science and Engineering, Chuo University
3rd Author's Name	Jinhui CHAO
3rd Author's Affiliation	Dept. of Electrical and Electronic Eng. Faculty of Science and Engineering, Chuo University
Date	1997/6/27
Paper #	CAS97-21
Volume (vol)	vol.97
Number (no)	137
Page	pp.pp.-
#Pages	8
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