Development of Agent System for Multi-robot Search

被引:1
|
作者
Omiya, Masashi [1 ]
Takimoto, Munehiro [2 ]
Kambayashi, Yasushi [1 ]
机构
[1] Nippon Inst Technol, Dept Comp & Informat Engn, 4-1 Gakuendai, Miyashiro, Saitama 3458510, Japan
[2] Tokyo Univ Sci, Dept Informat Sci, 2641 Yamazaki, Noda, Chiba 2788510, Japan
关键词
Mobile Agent; Ad-hoc Network; Multi Robot; Particle Swarm Optimization;
D O I
10.5220/0007702603150320
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose an agent system that controls multiple mobile robots. We describe the agent system as well as an example multi-robot system as an application of this agent system. The aim of the multi-robot system is providing efficient searches for a given target. Therefore, it is necessary to mutually communicate and cooperate among robots. Taking account of the delay of communication, cost, fault tolerance, and robustness, we have chosen mobile agent system for the information transmission method. We have also chosen ad-hoc method for the communication mode, where each robot communicates directly without going through the Internet. Even though agent systems are often implemented using Java language or Python language, we have chosen C++ language for developing our agent system with the hope for gaining performance efficiency. We have modularized each function and it does not depend on other modules. We have shown the feasibility of our multi-agent system by applying the system to a multi-robot system that implement particle swarm optimization.
引用
收藏
页码:315 / 320
页数:6
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