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Adaptive Filters

Digital Signal Processing in Audio and Acoustical Engineering, 2018
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A. H. Sayed   +5 more
openaire   +2 more sources

Adaptive Filters

Rudiments of Signal Processing and Systems, 2021
T. J. Moir
openaire   +2 more sources

Generalized Soft-Root-Sign Based Robust Sparsity-Aware Adaptive Filters

IEEE Signal Processing Letters, 2023
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 ...
Vinal Patel   +2 more
semanticscholar   +1 more source

Generalized Modified Blake–Zisserman Robust Sparse Adaptive Filters

IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023
In the past years, the generalized maximum correntropy criterion (GMCC) has been widely used in adaptive filters to provide robust behavior under non-Gaussian/impulsive noise environments.
Krishna Kumar   +2 more
semanticscholar   +1 more source

Exponential Hyperbolic Cosine Robust Adaptive Filters for Audio Signal Processing

IEEE Signal Processing Letters, 2021
In recent years, correntropy-based algorithms which include maximum correntropy criterion (MCC), generalized MCC (GMCC), kernel MCC (KMCC) and hyperbolic cosine function-based algorithms such as hyperbolic cosine adaptive filter (HCAF), logarithmic HCAF (
Krishna Kumar   +3 more
semanticscholar   +1 more source

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