Event-triggered formation control of leader-follower multi-agent system for reducing the number of information transmission

Koya Nambo, S. Katsura
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引用次数: 1

Abstract

This paper proposes a event-triggered formation control method for a leader-follower multi-agent system. The purpose of the multi-agent system is to add more function to the system by cooperative control of multi-robots. Research of multi-agent system is useful for society. Generally, in conventional research, each agent always need to communicate with neighbor agents. So, communication failure like as cross-talk is likely to occur. Furthermore, energy resource of robot is limited. So, it is necessary to save the energy. To solve this problem event-triggered control is researched. In these research, the control input is generated only transmitted information in triggered-time. On the other hand, in the proposed method, each agent estimate the trajectory of neighbor agents. When error between estimated and true trajectory become over the threshold, information is transmitted. By using the proposed method, it is expected to reduce the number of information transmission.
为减少信息传递次数,leader-follower多智能体系统的事件触发编队控制
提出了一种基于事件触发的leader-follower多智能体群体控制方法。多智能体系统的目的是通过多机器人的协同控制为系统增加更多的功能。多智能体系统的研究对社会有重要意义。通常,在传统的研究中,每个智能体总是需要与相邻的智能体进行通信。因此,像相声这样的沟通失败很可能发生。此外,机器人的能量资源是有限的。因此,节约能源是必要的。为了解决这一问题,研究了事件触发控制。在这些研究中,控制输入只产生在触发时间内传输的信息。另一方面,在提出的方法中,每个代理估计相邻代理的轨迹。当估计轨迹与真实轨迹的误差超过阈值时,进行信息传输。通过使用所提出的方法,有望减少信息传输的次数。
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