Generalized Soft-Root-Sign Based Robust Sparsity-Aware Adaptive Filters
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DOI: 10.1109/lsp.2023.3252412
Abstract: Robust adaptive filters utilizing hyperbolic cosine and correntropy functions have been successfully employed in non-Gaussian noisy environments. However, these filters suffer from high steady-state misalignment due to significant weight update in the presences of outliers.… read more here.
Keywords: sparsity aware; root sign; adaptive filters; generalized soft ... See more keywords