Fuzzy-model-based H consensus tracking control of multi-agent systems
Author:
Clc Number:

TP273

  • Article
  • | |
  • Metrics
  • |
  • Reference [15]
  • |
  • Related [20]
  • | | |
  • Comments
    Abstract:

    This paper is concerned with the H consensus problem for nonlinear leader-follower multi-agent systems (MASs) with a directed communication network.A polynomial fuzzy modeling approach is proposed to describe the error system which is formulated by leader and follower agents.Then,the consensus control protocols are designed for MASs to enforce all the followers to track the trajectory of a leader asymptotically.Based on the polynomial Lyapunov function method,sufficient conditions are presented to ensure the consensus for MASs subject to external disturbances.The obtained conditions are converted into sum of squares and can be numerically solved.Finally,a simulation example is provided to demonstrate the effectiveness of the derived theoretical results.

    Reference
    [1] Wang Y,Xia Y,Ahn C K,et al.Exponential stabilization of Takagi-Sugeno fuzzy systems with aperiodic sampling:an aperiodic adaptive event-triggered method[J].IEEE Transactions on Systems,Man,and Cybernetics:Systems,2019,49(2):444-454
    [2] Wu Z G,Xu Y,Lu R,et al.Event-triggered control for consensus of multiagent systems with fixed/switching topologies[J].IEEE Transactions on Systems,Man,and Cybernetics:Systems,2018,48(10):1736-1746
    [3] Fei Z Y,Shi S,Wang T,et al.Improved stability criteria for discrete-time switched T-S fuzzy systems[J].IEEE Transactions on Systems,Man,and Cybernetics:Systems,2019:1-9
    [4] Shi P,Zhang Y,Chadli M,et al.Mixed H-infinity and passive filtering for discrete fuzzy neural networks with stochastic jumps and time delays[J].IEEE Transactions on Neural Networks and Learning Systems,2016,27(4):903-909
    [5] Tanaka K,Yoshida H,Ohtake H,et al.A sum-of-squares approach to modeling and control of nonlinear dynamical systems with polynomial fuzzy systems[J].IEEE Transactions on Fuzzy Systems,2009,17(4):911-922
    [6] Gassara H,El Hajjaji A,Krid M,et al.Stability analysis and memory control design of polynomial fuzzy systems with time delay via polynomial Lyapunov-Krasovskii functional[J].International Journal of Control,Automation and Systems,2018,16(4):2011-2020
    [7] Tabarisaadi P,Mardani M M,Shasadeghi M,et al.A sum-of-squares approach to consensus of nonlinear leader-follower multi-agent systems based on novel polynomial and fuzzy polynomial models[J].Journal of the Franklin Institute,2017,354(18):8398-8420
    [8] 许文盈,曹进德.基于事件驱动机制的多智能体系统协调控制研究综述[J].南京信息工程大学学报(自然科学版),2018,10(4):395-400 XU Wenying,CAO Jinde.An overview of recent progress in the study of event-triggered coordinated schemes of multi-agent systems[J].Journal of Nanjing University of Information Science & Technology (Natural Science Edition),2018,10(4):395-400
    [9] 胡鸿翔,梁锦,温广辉,等.多智能体系统的群集行为研究综述[J].南京信息工程大学学报(自然科学版),2018,10(4):415-421 HU Hongxiang,LIANG Jin,WEN Guanghui,et al.A survey of development on swarming behavior for multi-agent systems[J].Journal of Nanjing University of Information Science & Technology (Natural Science Edition),2018,10(4):415-421
    [10] Shi P,Shen Q.Observer-based leader-following consensus of uncertain nonlinear multi-agent systems[J].International Journal of Robust and Nonlinear Control,2017,27(17):3794-3811
    [11] Wen G X,Chen C L P,Liu Y,et al.Neural network-based adaptive leader-following consensus control for a class of nonlinear multiagent state-delay systems[J].IEEE Transactions on Cybernetics,2017,47(8):2151-2160
    [12] Zhang H,Yang R,Yan H,et al.H∞consensus of event-based multi-agent systems with switching topology[J].Information Sciences,2016,370/371:623-635
    [13] Zhang J,Lyu M,Shen T,et al.Sliding mode control for a class of nonlinear multi-agent system with time delay and uncertainties[J].IEEE Transactions on Industrial Electronics,2018,65(1):865-875
    [14] Zhao Y,Li B,Qin J,et al.H consensus and synchronization of nonlinear systems based on a novel fuzzy model[J].IEEE Transactions on Cybernetics,2013,43(6):2157-2169
    [15] Prajna S,Papachristodoulou A,Parrilo P A.Introducing SOSTOOLS:a general purpose sum of squares programming solver[C]//Proceedings of the 41st IEEE Conference on Decision and Control,2002:741-746
    Cited by
    Comments
    Comments
    分享到微博
    Submit
Get Citation

YU Jiafeng, LI Qinsheng, XING Wen, HAN Chunsong, FENG Maoyan. Fuzzy-model-based H consensus tracking control of multi-agent systems[J]. Journal of Nanjing University of Information Science & Technology,2020,12(3):305-310

Copy
Share
Article Metrics
  • Abstract:630
  • PDF: 1683
  • HTML: 0
  • Cited by: 0
History
  • Received:March 02,2020
  • Online: July 07,2020
Article QR Code

Address:No. 219, Ningliu Road, Nanjing, Jiangsu Province

Postcode:210044

Phone:025-58731025