Sparsity-Constrained Kernel Recursive Generalized Maximum Versoria Criterion Algorithm
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2023.3265604
Abstract: This letter proposes a novel random Fourier features (RFF) based sparsity-aware Kernel recursive adaptive filtering algorithm which employs generalized maximum Versoria criterion (GMVC) as an adaptation cost and generalized Versoria zero attraction (GVZA) as a… read more here.
Keywords: generalized maximum; versoria criterion; kernel recursive; sparsity ... See more keywords
Proportionate Maximum Versoria Criterion-Based Adaptive Algorithm for Sparse System Identification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2021.3123055
Abstract: Proportionate Maximum Versoria Criterion (P-MVC) based adaptive algorithms for unknown sparse system identification problem are proposed in this brief. The conventional proportionate type algorithms used for sparse system identification can work well only under Gaussian… read more here.
Keywords: sparse system; maximum versoria; system identification; algorithm ... See more keywords