Presentation 2013-01-31
A comparison of leaky RLS and its approximation algorithms for an ANC system
Tushar Paul, Eisuke Horita,
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Abstract(in English) This report presents a comparison between the filtered-X leaky recursive least squares (FXLRLS) algorithm and filtered-X affine projection (FXAP) algorithm and their properties have been exploited for understanding the filters performance in an active noise control (ANC) systems An analysis of these two algorithms can produce good tradeoff between the computational complexity and convergence speed. We discuss the steady-state and transient behavior of conventional and modified version of AP algorithm and it has been shown from the simulation results that convergence speed of LRLS is lightly faster than the AP algorithm.
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Keyword(in English) Active noise control / leaky RLS algorithm / Affine projection method / filtered-X algorithm
Paper # SIP2012-84,RCS2012-241
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Committee RCS
Conference Date 2013/1/24(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A comparison of leaky RLS and its approximation algorithms for an ANC system
Sub Title (in English)
Keyword(1) Active noise control
Keyword(2) leaky RLS algorithm
Keyword(3) Affine projection method
Keyword(4) filtered-X algorithm
1st Author's Name Tushar Paul
1st Author's Affiliation Graduate School of Natural Science and Technology, Kanazawa University()
2nd Author's Name Eisuke Horita
2nd Author's Affiliation College of Science and Engineering, Kanazawa University
Date 2013-01-31
Paper # SIP2012-84,RCS2012-241
Volume (vol) vol.112
Number (no) 424
Page pp.pp.-
#Pages 6
Date of Issue