Diffusion Partitioned-Block Frequency-Domain Adaptive Filter Over Multitask Networks
Authors: Hongyu Han, Yishu Peng, Fenglian Zhang, Dinh Cong Le, and Sheng Zhang
IEEE Transactions on Circuits and Systems--II: Express Briefs
: Vol 70, issue 4 : 1640-1644
Publishing year: 4/2023
As a generalization of the frequency-domain adaptive filter (FDAF) algorithm, partitioned-block frequency-domain adaptive filter (PBFDAF) results in minimal signal path delay. In this paper, we propose the diffusion normalized PBFDAF algorithm based on an unsupervised clustering strategy to address the low complexity implementation issues in multitask networks. Each node adaptively adjusts the combination weight coefficients by minimizing the instantaneous mean square deviation (MSD) in frequency-domain. The simulation results demonstrate that the proposed algorithm achieves superior performance
Adaptive networks, frequency-domain, diffusion strategy, adaptive combination weight
