Adaptive Non-singular Fast Terminal Sliding Mode Control for Car-Like Vehicles with Faded Neighborhood Information and Actuator Faults

IF 3.1 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Mahmoud Hussein, Youmin Zhang, Zhaoheng Liu
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Abstract

This study addresses the problem of cooperative control design for a group of car-like vehicles encountering fading channels, actuator faults, and external disturbances. It is presumed that certain followers lack direct access to the states of the leader via a directed graph. This arises challenges in maintaining synchronization and coordination within the network. The proposed control strategy utilizes non-singular fast terminal sliding mode control to accelerate consensus tracking and enhance the convergence of the overall system. This controller is designed to mitigate the impact of actuator faults in the presence of fading channels in the communication network. The effects of such issues on team performance are rigorously analyzed. Based on the Lyapunov stability principle, it has been demonstrated that the controller is capable of providing satisfactory performance for the entire system despite these challenges. Moreover, vehicle synchronization can be effectively maintained. Numerical simulations are conducted to verify the theoretical findings.

针对具有模糊邻域信息和执行器故障的仿汽车的自适应非奇异快速终端滑动模式控制
本研究探讨了在遇到衰减信道、执行器故障和外部干扰的情况下,如何对一组类似汽车的车辆进行协同控制设计的问题。假设某些跟随者无法通过有向图直接访问领导者的状态。这给保持网络内的同步和协调带来了挑战。所提出的控制策略利用非矢量快速终端滑模控制来加速共识跟踪,并增强整个系统的收敛性。该控制器的设计目的是在通信网络中存在衰减信道的情况下减轻执行器故障的影响。我们严格分析了这些问题对团队性能的影响。根据 Lyapunov 稳定性原理,尽管存在这些挑战,该控制器仍能为整个系统提供令人满意的性能。此外,还能有效保持车辆同步。我们还进行了数值模拟来验证理论结论。
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来源期刊
Journal of Intelligent & Robotic Systems
Journal of Intelligent & Robotic Systems 工程技术-机器人学
CiteScore
7.00
自引率
9.10%
发文量
219
审稿时长
6 months
期刊介绍: The Journal of Intelligent and Robotic Systems bridges the gap between theory and practice in all areas of intelligent systems and robotics. It publishes original, peer reviewed contributions from initial concept and theory to prototyping to final product development and commercialization. On the theoretical side, the journal features papers focusing on intelligent systems engineering, distributed intelligence systems, multi-level systems, intelligent control, multi-robot systems, cooperation and coordination of unmanned vehicle systems, etc. On the application side, the journal emphasizes autonomous systems, industrial robotic systems, multi-robot systems, aerial vehicles, mobile robot platforms, underwater robots, sensors, sensor-fusion, and sensor-based control. Readers will also find papers on real applications of intelligent and robotic systems (e.g., mechatronics, manufacturing, biomedical, underwater, humanoid, mobile/legged robot and space applications, etc.).
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