4 papers
Study of Switched Step-size Based Filtered-x NLMS Algorithm for Active Noise Cancellation
Zhiyuan Li, Yi Yu, Hongsen He +2
While the filtered-x normalized least mean square (FxNLMS) algorithm is widely applied due to its simple structure and easy implementation for active noise control system, it faces…
Study of General Robust Subband Adaptive Filtering
Yi Yu, Hongsen He, Rodrigo C. de Lamare +1
In this paper, we propose a general robust subband adaptive filtering (GR-SAF) scheme against impulsive noise by minimizing the mean square deviation under the random-walk model wi…
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…
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…