An agent-based simulation for multi-UAVs coordinative sensing

被引:18
作者
Chen, Yee Ming [1 ]
Chang, Shu Hao [2 ]
机构
[1] Yuan Ze Univ, Dept Ind Engn & Management, Chungli, Taiwan
[2] Natl Def Univ, Chung Cheng Inst Technol, Dept Syst Engn, Taoyuan, Taiwan
关键词
Emergent strategy; Sensors; Intelligent agents; Computer applications; Aerial equipment;
D O I
10.1108/17563780810874744
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose - The purpose of this paper is to present a model developed for emergent formation of multi-unmanned aerial vehicles (UAVs) into functional teams that cooperatively complete a mission in which they search for specific mobile targets and escape obstacles. Design/methodology/approach - The design and development of distributed UAVs simulator use agent-based platform employing a decentralized control which follows the flocking behavior-based design philosophy. Findings - The results of the simulation indicate that the emergent behavior-based search procedure for UAVs is autonomous, effective and robust. It is especially well suited for emergent teams to quickly solve dynamic teaming and task allocation. Practical implications - The development of a UAV is expensive, and a small error in automatic control results in a crash. Therefore, the platform is useful to develop and verify the coordination behavior of UAVs through software simulation prior to real testing. Originality/value - The proposed emergent behavior simulated environment is working on an agent-based UAV simulated platform, and hence, it naturally adapts to the behavior of a distributed and concurrent situation. The authors' can easily improvise the execution environment without changing the UAV simulator.
引用
收藏
页码:269 / 284
页数:16
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