A Generalized Maximum Correntropy based Constrained Affine Projection Filtering Algorithm and Its Total Version

doi:10.1016/j.sigpro.2026.110501

A Generalized Maximum Correntropy based Constrained Affine Projection Filtering Algorithm and Its Total Version

2026-01-16

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DOI：10.1016/j.sigpro.2026.110501

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• We have derived two kinds of robust AP-type constrained adaptive filtering algorithms. • The proposed algorithms shorten the gap between the AP-type CAF family and LMS/RLS-type ones. • We have conducted the theoretical convergence analyses for the proposed algorithms. • Simulation results indicate that our proposal outperforms the existing state-of-the-art approaches.

A Generalized Maximum Correntropy based Constrained Affine Projection Filtering Algorithm and Its Total Version

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