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NEW - RevisionвЂ”Consolidates the mathematical treatment of linear adaptive filters. Improves the presentation of material on statistical LMS theory and statistical RLS theory. Expands the treatment of normalized LMS filters, and introduces the more general case of affine projection filters. Introduction To adaptive filter 10/13/2016 An adaptive filter is a digital filter with self-adjusting characteristics. It adapts automatically, to changes in its input signals. A variety of Adaptive algorithms have been developed for the operation of adaptive filters, e.g., LMS , RLS, etc. *LMS (least Mean Square) *RLS (Recursive Least Squares)

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