Second-order consensus of matrix-weighted switched multiagent systems

被引:0
作者
Miao, Suoxia [1 ,2 ,3 ,4 ]
Su, Housheng [5 ]
机构
[1] Nanchang Inst Technol, Sch Sci, Nanchang 330099, Peoples R China
[2] Wuchang Univ Technol, Artificial Intelligence Sch, Wuhan 430223, Peoples R China
[3] Nanchang Inst Technol, Key Lab Engn Math & Adv Comp, Nanchang 330099, Peoples R China
[4] Guangxi Normal Univ, Guangxi Key Lab Brain Inspired Comp & Intelligent, Guilin 541004, Peoples R China
[5] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Key Lab Imaging Proc & Intelligence Control, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Matrix-weighted; Continuous-time; Switched multi-agent systems; Consensus; Second-order; Discrete-time; SYNCHRONIZATION; NETWORKS; DYNAMICS; ALGORITHMS; AGENTS;
D O I
10.1016/j.neucom.2025.129755
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Due to the switching characteristics of many practical multi-agent systems, such as automatic speed control systems and hybrid quadcopters, for multidimensional individuals, combined with practical complexity, matrix- weighted switching dynamics are needed to model them. This paper considers the consensus issues of second-order switched multi-agent systems on matrix-weighted undirected and directed networks. Anew matrix-weighted control algorithm suitable for both CT and DT subsystems is proposed. Under the proposed algorithms, based on variable transformation, matrix theory and stability theory, the consensus criteria are established for undirected and directed switched multi-agent networks that rely on the eigenvalues of the network and coupling gains, respectively. This also indicates that the matrix-weights and coupling gains have a significant impact on switched matrix-weighted consensus. Finally, through simulations, the validity of the obtained results of this essay are verified.
引用
收藏
页数:11
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共 44 条
[1]   Fully distributed dynamic event-triggering formation control for multi-agent systems under DoS attacks: Theory and experiment [J].
Cao, Hui ;
Han, Liang ;
Li, Dongyu ;
Hu, Qinglei .
NEUROCOMPUTING, 2023, 552
[2]   Network science on belief system dynamics under logic constraints [J].
Friedkin, Noah E. ;
Proskurnikov, Anton V. ;
Tempo, Roberto ;
Parsegov, Sergey E. .
SCIENCE, 2016, 354 (6310) :321-+
[3]   Social integration of robots into groups of cockroaches to control self-organized choices [J].
Halloy, J. ;
Sempo, G. ;
Caprari, G. ;
Rivault, C. ;
Asadpour, M. ;
Tache, F. ;
Said, I. ;
Durier, V. ;
Canonge, S. ;
Ame, J. M. ;
Detrain, C. ;
Correll, N. ;
Martinoli, A. ;
Mondada, F. ;
Siegwart, R. ;
Deneubourg, J. L. .
SCIENCE, 2007, 318 (5853) :1155-1158
[4]   Pinning intra-layer synchronization in multiplex networks of nonidentical layers ☆ [J].
Han, Yujuan ;
Lu, Wenlian ;
Chen, Tianping .
NEUROCOMPUTING, 2024, 587
[5]   Output Consensus of Heterogeneous Uncertain Linear Multi-Agent Systems [J].
Kim, Hongkeun ;
Shim, Hyungbo ;
Seo, Jin Heon .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 56 (01) :200-206
[6]   Randomized Matrix Weighted Consensus [J].
Le-Phan, Nhat-Minh ;
Trinh, Minh Hoang ;
Nguyen, Phuoc Doan .
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 11 (04) :3536-3549
[7]   Distributed formation control via global orientation estimation [J].
Lee, Byung-Hun ;
Ahn, Hyo-Sung .
AUTOMATICA, 2016, 73 :125-129
[8]   Distributed Consensus Optimization in Multiagent Networks With Time-Varying Directed Topologies and Quantized Communication [J].
Li, Huaqing ;
Huang, Chicheng ;
Chen, Guo ;
Liao, Xiaofeng ;
Huang, Tingwen .
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (08) :2044-2057
[9]   Synchronization of Identical Oscillators Under Matrix-Weighted Laplacian With Sampled Data [J].
Li, Shuang ;
Xia, Weiguo ;
Sun, Xi-Ming .
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 8 (01) :102-113
[10]   Finite-Time Consensus of Switched Multiagent Systems [J].
Lin, Xue ;
Zheng, Yuanshi .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (07) :1535-1545