Mar 3, 2023 · In this paper, a generalized soft-root-sign (GSRS) function is proposed and the corresponding GSRS adaptive filter is designed. The proposed ...
Robust adaptive filters utilizing hyperbolic cosine and correntropy functions have been successfully employed in non-Gaussian noisy environments.
Mar 13, 2023 · The most commonly used adaptive algorithm for these applications is the least mean square (LMS) algorithm, which is the simplest algorithm in ...
Robust adaptive filters utilizing hyperbolic cosine and correntropy functions have been successfully employed in non-Gaussian noisy environments.
Generalized Soft-Root-Sign Based Robust Sparsity-Aware Adaptive Filters. Patel, Vinal; ;; Bhattacharjee, Sankha Subhra; ;; Christensen, Mads Græsbøll. Abstract.
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Nov 2, 2023 · The GSRS algorithm utilizes a soft-root-sign cost function to achieve less steady-state misalignment while estimating magnitudes of fundamental ...
Generalized soft-root-sign based robust sparsity-aware adaptive filters. V Patel, SS Bhattacharjee, MG Christensen. IEEE Signal Processing Letters 30, 200-204, ...
2021. Generalized soft-root-sign based robust sparsity-aware adaptive filters. V Patel, SS Bhattacharjee, MG Christensen. IEEE Signal Processing Letters 30, 200 ...
Nov 2, 2023 · The designed single-stage GCPVS performs smooth power flow between local loads and the grid without necessitating an energy storage system. The ...
6 days ago · Distributed adaptive filtering over networks can improve filtering performance by fusing information from nodes within the same neighbor.