| Adaptive Filters A Tutorial for the Course Computational Intelligence (2009) | |||||||||||||||
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| This tutorial introduces the LMS (least mean squares) and the RLS (recursive least-squares) algorithm for the design of adaptive transversal filters. These algorithms are applied for identification of an unknown system. Usage To make full use of this tutorial you have to 1. Download the file AdaptiveFilter.zip which contains this tutorial and the accompanying Matlab program(s). 2. Unzip AdaptiveFilter.zip which will generate a subdirectory AdaptiveFilter/matlab where you can find the Matlab program(s). 3. Add the path AdaptiveFilter/matlab to the matlab search path with a command like addpath(’C:\Work\AdaptiveFilter\matlab’) if you are using a Windows machine or addpath(’/home/jack/AdaptiveFilter/matlab’) if you are using a Unix/Linux machine. 1 | |||||||||||||||
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