Fuzzy Adaptive Fault Tolerant Time-Varying Formation Control for Nonholonomic Multirobot Systems With Range Constraints

被引:72
作者
Li, Yongming [1 ]
Dong, Shijie [2 ]
Li, Kewen [1 ]
Tong, Shaocheng [1 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
[2] Liaoning Univ Technol, Coll Elect Engn, Jinzhou 121001, Peoples R China
来源
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES | 2023年 / 8卷 / 06期
关键词
Collision avoidance and connectivity maintenance; fault tolerant control; fuzzy adaptive control; nonholonomic multirobot systems; time-varying formation; TRACKING CONTROL; MOBILE ROBOTS; PERFORMANCE;
D O I
10.1109/TIV.2023.3264800
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article studies the fault tolerant tracking problem of time-varying formation for nonholonomic multirobot systems. Uncertain nonlinear dynamics are approximated by employing fuzzy logic systems (FLSs), and based on the adaptive backstepping recursive procedure and dynamic surface technology, a fuzzy adaptive formation tracking control scheme is developed. It is notable for formation to achieve collision avoidance and connectivity maintenance, so the prescribed performance methodology is introduced to solve the constrained range problem of distance and angle. Meanwhile, in order to compensate the effect from the infinite number of uncertain actuator failures, the robots can maintain interacting with their leader at the moment of actuator faults, and also uninterruptedly track the time-varying referenced trajectory from the leader, a novel decentralized adaptive fault tolerant control (AFTC) strategy is further proposed for time-varying formation and guarantees all signals are semi-global uniformly ultimately bounded (SGUUB). Finally, the effectiveness of AFTC strategy is illustrated perfectly for nonholonomic multirobot systems.
引用
收藏
页码:3668 / 3679
页数:12
相关论文
共 34 条
[1]   Collisions-Free Distributed Optimal Coordination for Multiple Euler-Lagrangian Systems [J].
An, Liwei ;
Yang, Guang-Hong .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 67 (01) :460-467
[2]   Stable navigation in formation for a multi-robot system based on a constrained virtual structure [J].
Benzerrouk, Ahmed ;
Adouane, Lounis ;
Martinet, Philippe .
ROBOTICS AND AUTONOMOUS SYSTEMS, 2014, 62 (12) :1806-1815
[3]   Estimation for Fuzzy Semi-Markov Jump Systems With Indirectly Accessible Mode Information and Nonideal Data Transmission [J].
Cai, Bo ;
Yang, Jianan ;
Yuan, Shuai ;
Shi, Yang ;
Zhang, Lixian .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (07) :4016-4027
[4]   Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances [J].
Cheng, Wanglei ;
Zhang, Ke ;
Jiang, Bin ;
Ding, Steven X. .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2021, 68 (05) :2121-2133
[5]   Fixed-Time Formation Control of Unicycle-Type Mobile Robots With Visibility and Performance Constraints [J].
Dai, Shi-Lu ;
Lu, Ke ;
Jin, Xu .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (12) :12615-12625
[6]   Adaptive Finite-Time Tracking Control of Nonholonomic Multirobot Formation Systems With Limited Field-of-View Sensors [J].
Dai, Shi-Lu ;
Lu, Ke ;
Fu, Jun .
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (10) :10695-10708
[7]   Adaptive Leader-Follower Formation Control of Nonholonomic Mobile Robots With Prescribed Transient and Steady-State Performance [J].
Dai, Shi-Lu ;
He, Shude ;
Chen, Xin ;
Jin, Xu .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (06) :3662-3671
[8]   Fault-Tolerant Fuzzy Formation Control for a Class of Nonlinear Multiagent Systems Under Directed and Switching Topology [J].
Deng, Chao ;
Che, Wei-Wei .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (09) :5456-5465
[9]   Distributed adaptive fault-tolerant control approach to cooperative output regulation for linear multi-agent systems [J].
Deng, Chao ;
Yang, Guang-Hong .
AUTOMATICA, 2019, 103 :62-68
[10]   Joint state and fault estimation for time-varying nonlinear systems with randomly occurring faults and sensor saturations [J].
Hu, Jun ;
Wang, Zidong ;
Gao, Huijun .
AUTOMATICA, 2018, 97 :150-160