基于两类智能体群体控制的时滞目标跟踪算法

Shuailei Wang, Shaolei Zhou, S. Yan
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引用次数: 0

摘要

研究了一种基于集群控制的时滞目标跟踪算法。系统中存在两类智能体和一个运动目标。第一类代理跟踪目标,第二类代理跟踪前者。利用一类二阶微分方程对这些智能体进行控制,并对这些智能体提出了不同的控制输入。控制输入包含代理的位置和速度。通过构造Lyapunov-Krasovskii函数及其导数,给出了稳定性分析。导出了二阶混合agent系统的渐近稳定性条件。仿真结果表明,该算法实现了稳定的群集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Target Tracking Algorithm with Time Delay Based on Flocking Control with Two Types of Agents
This paper investigates a target tracking algorithm with time delay based on flocking control. In the system, there exist two types of agents and one moving target. Agents of type I track the target, and agents of type II follow the former. These agents are controlled with a kind of second-order differential equations, and different control inputs are proposed for these agents. The control inputs contain the position and velocity of the agents. Stability analysis is presented by constructing a Lyapunov-Krasovskii function and its derivate. Asymptotical stability condition is derived for the second order system with hybrid agents. Simulation results show that stable flocking is achieved.
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