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cs.LG2022
Sparsity-Aware Robust Normalized Subband Adaptive Filtering algorithms based on Alternating Optimization
Yi Yu, Zongxin Huang, Hongsen He +2
This paper proposes a unified sparsity-aware robust normalized subband adaptive filtering (SA-RNSAF) algorithm for identification of sparse systems under impulsive noise. The propo…
cs.LG2020
Study of Diffusion Normalized Least Mean M-estimate Algorithms
Y. Yu, H. He, T. Yang +2
This work proposes diffusion normalized least mean M-estimate algorithm based on the modified Huber function, which can equip distributed networks with robust learning capability i…