切换拓扑下多智能体系统的分布式时变编队控制与避障

Distributed Time-Varying Formation Control With Obstacle Avoidance of Multiagent Systems Under Switching Topologies

IEEE Transactions on Cybernetics · 2025
被引 0
ABS 3

中文导读

研究了随机切换拓扑和外部干扰下多智能体系统的分布式编队跟踪控制与避障问题,分三步设计控制策略,通过仿真验证可行性。

Abstract

Distributed formation tracking control with obstacle avoidance of multiagent systems (MASs) under random switching topologies and external disturbances is considered in this article. To achieve the complex objective, an effective control strategy is developed in three steps. First, under the transition probability (TP)-based mode-dependent average dwell-time (MDADT) switching topologies, a distributed objective trajectory achieves almost sure global exponential tracking of the desired formation trajectory. Second, a safe objective trajectory approach is designed by geometrically projecting the unsafe parts of the existing formation trajectory onto the boundary of the obstacle region. Finally, an integral-multiplicative barrier Lyapunov function (IMBLF) is proposed to allow agents to track the safe objective trajectory, where the IMBLF can further guarantee the safety of the MASs. One of the interesting merits of our results is that the impulsive increasing of Lyapunov function at switching instants which is necessary for classical analysis methods has been removed. The feasibility of the proposed formation control method with obstacle avoidance is verified by simulations.

多智能体系统编队控制避障切换拓扑分布式控制