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Adaptive Filter

by Salai Selvam V

 

07 Nov 2009 (Updated 10 Nov 2011)

Adaptive Filter implementation using nlms & rls algorithms.

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Description

This zipped file contains two folders: nlms & rls. nlms contains matlab m files implementing normalized least mean square algorithm and a matlab mat file with 1 cycle ecg wave: pure, noised and random noise and rls contains matlab m files implementing recursive least square algorithm and a matlab mat file with 1 cycle ecg wave: pure, noised and random noise. Ref: Adaptive Filter Theory by Simon Heykins. Please feel free to contact me for any clarification: vsalaiselvam@yahoo.com. I am happy to share my knowledge and my lecture notes as well. Thank you.

MATLAB release MATLAB 7 (R14)
Other requirements This is highly compatible with all versions of matlab from ver 4 onwards and octave ( a free matlab alternate)
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Comments and Ratings (2)
15 Apr 2010 ravi  
20 Oct 2011 Qiao Liyong  
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Updates
12 Mar 2010

Help for m-files has been added.

14 Mar 2010

Help to nlms1.m & nlms2.m has been added and tips to dynamically update mu for every iteration has been added.

10 Nov 2011

Help to use the m files has been added

Tag Activity for this File
Tag Applied By Date/Time
signal processing Salai Selvam V 09 Nov 2009 10:40:51
signal processing Marleen 24 Nov 2009 11:04:09
signal processing Stefan Andreevski 13 Dec 2009 02:33:12
signal processing Rukmani Mohan 19 Apr 2010 13:27:49
signal processing Óscar J. Rubio Martín 20 May 2010 05:01:30
signal processing Hyun wook Seo 13 Nov 2011 21:07:00

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