JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2023, Vol. 58 ›› Issue (12): 167-176.doi: 10.6040/j.issn.1671-9352.0.2022.310

Previous Articles    

Fixed-time consensus control for high-order multi-agent systems with input delay

Jinpeng QIU1,2(),Zonggang LI1,2,*(),Yinjuan CHEN1,2,Yajiang DU1,2   

  1. 1. School of Mechanical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, Gansu, China
    2. Institute of Robotics, Lanzhou Jiaotong University, Lanzhou 730070, Gansu, China
  • Received:2022-05-30 Online:2023-12-20 Published:2023-12-19
  • Contact: Zonggang LI E-mail:1264505570@qq.com;lizongg@126.com

Abstract:

To study the fixed-time consensus control problem of multi-agent system under the influence of input delay and external interference, a leader-following consensus control method based on Pade approximate consensus error is proposed. Firstly, a distributed observer is designed for followers to obtain leader's state information. Secondly, by using the Pade approximation method and introducing the delay dummy variable, the delay consensus error is transformed into the delay-free consensus error, and the distributed dynamic control protocol is designed based on the dynamic gain control method. By using the fixed-time stability theory, the sufficient conditions for the system to achieve fixed-time consensus and the upper bound of convergence time are obtained. Finally, the correctness of the theoretical results is verified by simulation experiments.

Key words: high-order multi-agent system, leader-following consensus, fixed-time control, input delay

CLC Number: 

  • TP13

Fig.1

Information interaction topology"

Fig.2

Observation error trajectory diagram"

Fig.3

Consensus error trajectory diagram"

Fig.4

Dynamic parameter trajectory diagram"

1 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.
2 WEN L C , LIU Y , LI H L . CL-MAPF: multi-agent path finding for car-like robots with kinematic and spatiotemporal constraints[J]. Robotics and Autonomous Systems, 2022, 150, 103997.
doi: 10.1016/j.robot.2021.103997
3 MUNTEAN M V . Multi-agent system for intelligent urban traffic management using wireless sensor networks data[J]. Sensors, 2022, 22 (1): 208.
4 吕冬翔, 张志成, 朱立宏, 等. 基于多智能体的太阳能无人机能源控制[J]. 控制与决策, 2023, 38 (2): 372- 378.
LYU Dongxiang , ZHANG Zhicheng , ZHU Lihong , et al. Multi-agent based energy control for solar unmanned aerial vehicles[J]. Control and Decision, 2023, 38 (2): 372- 378.
5 HU Q L , SHAO X D , GUO L . Adaptive fault-tolerant attitude tracking control of spacecraft with prescribed performance[J]. IEEE/ASME Transactions on Mechatronics, 2018, 23 (1): 331- 341.
doi: 10.1109/TMECH.2017.2775626
6 郁鹏飞, 傅勤. 一阶双曲型偏微分多智能体系统的迭代学习控制[J]. 中国科技论文, 2019, 14 (11): 1185- 1191.
YU Pengfei , FU Qin . Iterative learning control for first-order hyperbolic partial differential multi-agent systems[J]. Chinese Scientific Papers, 2019, 14 (11): 1185- 1191.
7 HUANG D , JIANG H J , YU Z Y , et al. Cluster-delay consensus in multi-agent systems via pinning leader-following approach with intermittent effect[J]. International Journal of Control, 2018, 91 (10): 2261- 2272.
doi: 10.1080/00207179.2017.1338358
8 都海波, 陈维乐. 基于非光滑采样控制算法的二阶有向多智能体系统的一致性[J]. 控制与决策, 2022, 37 (11): 2897- 2906.
DU Haibo , CHEN Weile . Consensus of second-order directed multi-agent system based on non-smooth sampled-data control algorithm[J]. Control and Decision, 2022, 37 (11): 2897- 2906.
9 YU Z Y , JIANG H J , HU C . Second-order consensus for multiagent systems via intermittent sampled data control[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 48 (11): 1986- 2002.
doi: 10.1109/TSMC.2017.2687944
10 徐君, 张国良, 曾静, 等. 具有时延和切换拓扑的高阶离散时间多智能体系统鲁棒保性能一致性[J]. 自动化学报, 2019, 45 (2): 360- 373.
XU Jun , ZHANG Guoliang , ZENG Jing , et al. Robust guaranteed cost consensus for high-order discrete-time multi-agent systems with switching topologies and time delays[J]. Acta Automatica Sinica, 2019, 45 (2): 360- 373.
11 WU Z G , XU Y , LU R Q , et al. Event-triggered control for consensus of multi-agent systems with fixed/switching topologies[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 48 (10): 1736- 1746.
doi: 10.1109/TSMC.2017.2744671
12 王亚军, 张申, 胡青松, 等. 具有测量噪声的时滞多智能体系统的一致性问题[J]. 山东大学学报(理学版), 2017, 52 (1): 74- 80.
WANG Yajun , ZHANG Shen , HU Qingsong , et al. Consensus problem of time-delayed multi-agent system with measurement noise[J]. Journal of Shandong University (Natural Science), 2017, 52 (1): 74- 80.
13 周托, 刘全利, 王东, 等. 积分事件触发策略下的线性多智能体系统领导跟随一致性[J]. 控制与决策, 2022, 37 (5): 1258- 1266.
ZHOU Tuo , LIU Quanli , WANG Dong , et al. Leader-following consensus for linear multi-agent systems based on integral-type event-triggered strategy[J]. Control and Decision, 2022, 37 (5): 1258- 1266.
14 OLFATI-SABER R , MURRAY R M . Consensus problems in networks of agents with switching topology and time-delays[J]. IEEE Transactions on Automatic Control, 2004, 49 (9): 1520- 1533.
doi: 10.1109/TAC.2004.834113
15 ZHANG L L , CHEN B , LIN C , et al. Fuzzy adaptive finite-time consensus tracking control for nonlinear multi-agent systems[J]. International Journal of Systems Science, 2021, 52 (7): 1346- 1358.
doi: 10.1080/00207721.2020.1856450
16 ZOU W C , SHI P , XIANG Z R , et al. Finite-time consensus of second-order switched nonlinear multi-agent systems[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 31 (5): 1757- 1762.
17 LI K , HUA C C , YOU X , et al. Finite-time observer-based leader-following consensus for nonlinear multi-agent systems with input delays[J]. IEEE Transactions on Cybernetics, 2020, 51 (12): 5850- 5858.
18 POLYAKOV A E . Nonlinear feedback design for fixed-time stabilization of linear control systems[J]. IEEE Transactions on Automatic Control, 2012, 57 (8): 2106- 2110.
doi: 10.1109/TAC.2011.2179869
19 PARSEGOV S E , POLYAKOV A E , SHCHERBAKOV P S . Fixed-time consensus algorithm for multi-agent systems with integrator dynamics[J]. IFAC Proceedings Volumes, 2013, 46 (27): 110- 115.
doi: 10.3182/20130925-2-DE-4044.00055
20 SUN F L , LIU P Y , LI H , et al. Fixed-time consensus of heterogeneous multi-agent systems based on distributed observer[J]. International Journal of Systems Science, 2021, 52 (9): 1780- 1789.
doi: 10.1080/00207721.2020.1871105
21 TIAN B L , LU H C , ZUO Z Y , et al. Fixed-time leader-follower output feedback consensus for second-order multiagent systems[J]. IEEE Transactions on Cybernetics, 2019, 49 (4): 1545- 1550.
doi: 10.1109/TCYB.2018.2794759
22 LIU Y , YANG G H . Distributed fixed-time consensus for multiagent systems with unknown control directions[J]. International Journal of Robust and Nonlinear Control, 2019, 29 (11): 3311- 3329.
doi: 10.1002/rnc.4554
23 YOU X , HUA C C , LI K , et al. Fixed-time leader-following consensus for high-order time-varying nonlinear multiagent systems[J]. IEEE Transactions on Automatic Control, 2020, 65 (12): 5510- 5516.
doi: 10.1109/TAC.2020.3005154
24 WANG C Y , WEN G G , PENG Z X , et al. Integral sliding-mode fixed-time consensus tracking for second-order non-linear and time delay multi-agent systems[J]. Journal of the Franklin Institute, 2019, 356 (6): 3692- 3710.
doi: 10.1016/j.jfranklin.2019.01.047
25 ZUO Z Y , HAN Q L , NING B D , et al. An overview of recent advances in fixed-time cooperative control of multiagent systems[J]. IEEE Transactions on Industrial Informatics, 2018, 14 (6): 2322- 2334.
doi: 10.1109/TII.2018.2817248
26 ZHANG X F , FENG G , SUN Y H . Finite-time stabilization by state feedback control for a class of time-varying nonlinear systems[J]. Automatica, 2012, 48 (3): 499- 504.
doi: 10.1016/j.automatica.2011.07.014
27 KHANESAR M A , KAYNAK O , YIN S , et al. Adaptive indirect fuzzy sliding mode controller for networked control systems subject to time-varying network induced time delay[J]. IEEE Transactions on Fuzzy Systems, 2014, 23 (1): 205- 214.
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