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eess.SP2024★ 1 cited
The D-Subspace Algorithm for Online Learning over Distributed Networks
Yitong Chen, Danqi Jin, Jie Chen +1
This material introduces the D-Subspace algorithm derived on the basis of the centralized algorithm [1], which originally addresses parameter estimation problems under a subspace c…
eess.SP2020★ 2 cited
Affine Combination of Diffusion Strategies over Networks
Danqi Jin, Jie Chen, Cedric Richard +2
Diffusion adaptation is a powerful strategy for distributed estimation and learning over networks. Motivated by the concept of combining adaptive filters, this work proposes a comb…
eess.SP2018
Adaptive Parameters Adjustment for Group Reweighted Zero-Attracting LMS
Danqi Jin, Jie Chen, Cedric Richard +1
Group zero-attracting LMS and its reweighted form have been proposed for addressing system identification problems with structural group sparsity in the parameters to estimate. Bot…