@inproceedings{6e4a356c415142c288d5f6cdccab5db5,
title = "Robust diffusion affine projection generalized maximum correntropy criterion algorithm over networks",
abstract = "Generalized maximum correntropy criterion (GMCC) achieves desirable performance for system identification under non-Gaussian assumption. Combining diffusion strategy with affine projection generalized maximum correntropy criterion (APGMCC) algorithm, in this paper, we propose a new distribution type algorithm named diffusion APGMCC (DAPGMCC) algorithm, where every node in the diffusion network only exchanges information within its neighborhoods. Utilizing the Logarithmic function, we creat a new form of variable step-size DAPGMCC which splits the adaptation step into two steps (updation and combination). Simulation results demonstrate that the proposed two algorithms achieve good performance, compared with other related algorithms.",
keywords = "Affine Projection, Diffusion Strategy, Generalized Maximum Correntropy Criterion, System Identification, Variable Step-size",
author = "Deshui Miao and Lijuan Jia and Jinchuan Zhang",
note = "Publisher Copyright: {\textcopyright} 2021 Technical Committee on Control Theory, Chinese Association of Automation.; 40th Chinese Control Conference, CCC 2021 ; Conference date: 26-07-2021 Through 28-07-2021",
year = "2021",
month = jul,
day = "26",
doi = "10.23919/CCC52363.2021.9550291",
language = "English",
series = "Chinese Control Conference, CCC",
publisher = "IEEE Computer Society",
pages = "3263--3268",
editor = "Chen Peng and Jian Sun",
booktitle = "Proceedings of the 40th Chinese Control Conference, CCC 2021",
address = "United States",
}