有向图下具有不同通信和输入延迟的异构多智能体系统的有界一致性跟踪

Bounded Consensus Tracking of Heterogeneous Multiagent Systems Under Digraphs With Diverse Communication and Input Delays

IEEE Transactions on Cybernetics · 2021
被引 12
ABS 3

中文导读

研究了由一阶和二阶智能体组成的异构多智能体系统,在存在不同通信和输入延迟时,仅部分智能体能访问目标轨迹的情况下,如何通过估计器加控制器协议实现有界跟踪。

Abstract

We study the bounded consensus tracking problem for the heterogeneous multiagent system composed of single- and double-integrator agents in the presence of diverse communication and input delays. The objective is to ensure bounded tracking when only a portion of agents has access to the desired trajectory while agents interact with each other through a directed communication network. To achieve this goal, we propose a protocol consisting of a consensus-based trajectory estimator followed by a controller tracking the estimated trajectory for each agent. Though the agents involved in the mission are heterogeneous, the estimators of all the agents are designed as coupled single integrators to provide estimates of the acceleration, velocity, and position along the desired trajectory. The coupled single-integrator estimator followed by the tracking controller strategy leads to a decoupling whereby the allowable estimator gains for an agent depend only on its communication delays and its controller gains depend only on its input delay. The tracking errors remain bounded even if the desired acceleration is unknown to all the agents. Simulation results are carried out to validate the proposed consensus tracking algorithm.

多智能体系统一致性跟踪控制理论异构系统时延系统