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Paper Abstract and Keywords
Presentation 2005-01-21 10:25
Characteristics of a leaky RLS filter and its application
Eisuke Horita (Kanazawa Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, it has been reported that a leaky RLS (LRLS) algorithm gives
more accurate estimation parameters than an RLS algorithm in applications
dealing
with system identification where the noise in the data matrix A is much
smaller than the input signal to an unknown system and the noise in the
observation vector b is large for b to be far from the column
space of A. In this report, we express an interpretation about it from
a stochastic standpoint, and a simple LRLS filter by using a Taylor series.
In addition, we introduce some useful applications of the LRLS filter.
Keyword (in Japanese) (See Japanese page) 
(in English) adaptive filter / LS / TLS / ridge regression / noise canceller / / /  
Reference Info. IEICE Tech. Rep., vol. 104, no. 559, SIP2004-113, pp. 19-23, Jan. 2005.
Paper # SIP2004-113 
Date of Issue 2005-01-14 (SIP) 
ISSN Print edition: ISSN 0913-5685
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Conference Information
Committee SIP  
Conference Date 2005-01-20 - 2005-01-21 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagoya Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Signal Processing, etc. 
Paper Information
Registration To SIP 
Conference Code 2005-01-SIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Characteristics of a leaky RLS filter and its application 
Sub Title (in English)  
Keyword(1) adaptive filter  
Keyword(2) LS  
Keyword(3) TLS  
Keyword(4) ridge regression  
Keyword(5) noise canceller  
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1st Author's Name Eisuke Horita  
1st Author's Affiliation Kanazawa University (Kanazawa Univ.)
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Speaker Author-1 
Date Time 2005-01-21 10:25:00 
Presentation Time 25 minutes 
Registration for SIP 
Paper # SIP2004-113 
Volume (vol) vol.104 
Number (no) no.559 
Page pp.19-23 
#Pages
Date of Issue 2005-01-14 (SIP) 


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