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A Novel Family of Sparsity-Aware Robust Adaptive Filters Based on a Logistic Distance Metric

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Published in 2022 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2022.3233528

Abstract: In the recent past, logarithmic hyperbolic cosine based-cost function has been widely applied in adaptive filters as it offers robust performance against outliers. However, the performance of such adaptive filters suffers from high steady-state misalignment… read more here.

Keywords: function; logistic distance; adaptive filters; distance metric ... See more keywords