Recursive Least-Squares (RLS) Adaptive Filters. Definition. With the arrival of new data samples estimates are updated recursively. Introduce a weighting factor to the sum-of-error-squares definition. two time-indices n: outer, i: inner. Weighting factor. Forgetting factor.

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