Interaction Reduction and Consensus for Multi-agent Systems

被引:0
|
作者
Geng, Xiaojun [1 ]
Jeffcoat, David [1 ]
Xu, Yunjun [1 ]
机构
[1] Calif State Univ Northridge, Dept Elect & Comp Engn, Northridge, CA 91330 USA
关键词
COOPERATIVE CONTROL; CONNECTIVITY; VEHICLES;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies a coordination strategy to utilize less data received from interactions among agents in a network. A distributed scheme is presented for each agent to perform interaction reduction independently using only the status information from its neighbors. As a result of the proposed scheme, agents can make their own decisions locally for a coordination purpose by ignoring the data received through deleted links. A consensus coordination problem is used as an example in the paper to illustrate the effect of interaction reduction on steady states and transient response of the consensus process.
引用
收藏
页码:1635 / 1640
页数:6
相关论文
共 50 条
  • [1] Optimality of Consensus Protocols for Multi-Agent Systems with Interaction
    Katsuura, Hirotaka
    Fujisaki, Yasumasa
    [J]. 2014 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL (ISIC), 2014, : 282 - 285
  • [2] Bipartite Consensus of Multi-Agent Systems With Intermittent Interaction
    Sun, Yinshuang
    Ji, Zhijian
    Qi, Qingyuan
    Ma, Huizi
    [J]. IEEE ACCESS, 2019, 7 : 130300 - 130311
  • [3] Consensus of Hybrid Multi-Agent Systems
    Zheng, Yuanshi
    Ma, Jingying
    Wang, Long
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29 (04) : 1359 - 1365
  • [4] Consensus in multi-agent systems: a review
    Abdollah Amirkhani
    Amir Hossein Barshooi
    [J]. Artificial Intelligence Review, 2022, 55 : 3897 - 3935
  • [5] A survey of the consensus for multi-agent systems
    Li, Yanjiang
    Tan, Chong
    [J]. SYSTEMS SCIENCE & CONTROL ENGINEERING, 2019, 7 (01) : 468 - 482
  • [6] Consensus in multi-agent systems: a review
    Amirkhani, Abdollah
    Barshooi, Amir Hossein
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2022, 55 (05) : 3897 - 3935
  • [7] Consensus of adaptive multi-agent systems
    Yoon, Myung-Gon
    [J]. SYSTEMS & CONTROL LETTERS, 2017, 102 : 9 - 14
  • [8] Consensus of heterogeneous multi-agent systems
    Zheng, Y.
    Zhu, Y.
    Wang, L.
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2011, 5 (16): : 1881 - 1888
  • [9] Consensus of first-order multi-agent systems with intermittent interaction
    Gao, Yanping
    Liu, Bo
    Yu, Junyan
    Ma, Jingwei
    Jiang, Tongqiang
    [J]. NEUROCOMPUTING, 2014, 129 : 273 - 278
  • [10] Nonlinear consensus protocols for multi-agent systems based on centre manifold reduction
    李玉梅
    关新平
    [J]. Chinese Physics B, 2009, 18 (08) : 3355 - 3366