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A gradient-based variable step-size LMS algorithm

Published • Dec 9, 2002
Authors:
J C S Richards
,
Mark Webster
,
J.C. Principe

Abstract

An algorithm is presented which uses the power of the filtered gradient estimate to form the step-size parameter mu . Each weight coordinate has its own variable step-size parameter to update more accurately the weight vector in the direction of the minimum of the performance surface. Performance re...

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