Abstract: The recursive least-squares (RLS) algorithm is very popular for adaptive filtering applications, mainly due to its fast convergence rate. The regularized version of this algorithm owns ...
Enhanced Recursive Total Least Squares Method With Subspace Tracking and Noise Covariance Estimation
Abstract: In this letter, we present a novel recursive approach aimed at refining parameter estimation within the Errors-in-Variables (EIV) framework. Our method integrates the Weighted Total Least ...
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