IEEE - Institute of Electrical and Electronics Engineers, Inc. - Distributed Adaptive Learning with Multiple Kernels in Diffusion Networks

Author(s): Ban-Sok Shin ; Masahiro Yukawa ; Renato Calvacante ; Armin Dekorsy
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2018.2868040
Regular:

We propose an adaptive scheme for distributed learning of nonlinear functions by a network of nodes. The proposed algorithm consists of a local adaptation stage utilizing multiple kernels with... View More

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