Gossip BCLMS method over multi-agent networks

Jinli Yang*, Lijuan Jia, Cheng Ma, Lu Fan, Shunshoku Kanae

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

We study the problem of parameter estimation over multi-agent networks, where all nodes are corrupted by both input and output noise. A series of BCLMS algorithms based on diffusion strategies have been proposed, which modify the estimates while increase the communication resources. In this paper, We propose a gossip BCLMS algorithm, which can alleviate the communication pressure by reducing the interaction with the surrounding nodes and improve estimation performance of the network. The simulation results have confirmed the effectiveness of the proposed algorithm.

源语言英语
主期刊名Proceedings of the 38th Chinese Control Conference, CCC 2019
编辑Minyue Fu, Jian Sun
出版商IEEE Computer Society
3703-3707
页数5
ISBN(电子版)9789881563972
DOI
出版状态已出版 - 7月 2019
活动38th Chinese Control Conference, CCC 2019 - Guangzhou, 中国
期限: 27 7月 201930 7月 2019

出版系列

姓名Chinese Control Conference, CCC
2019-July
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议38th Chinese Control Conference, CCC 2019
国家/地区中国
Guangzhou
时期27/07/1930/07/19

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