Evaluation of robot swarm control methods for underwater mine countermeasures

Y. C. Tan, B. Bishop
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引用次数: 18

Abstract

This paper involves the synthesis of a swarm controller that is suitable for coordinating movements of a group of autonomous robotic vehicles performing underwater mine countermeasures (UMCM). The main objective of this research is to combine behavior-based robot control methods with systems-theoretic swarm control techniques to achieve a hybrid that has the best characteristics of both. Behavior-based robotic theories are combined with statistical methods to give rise to a robust form of control for robots performing UMCM. This highly reactive and responsive system demonstrates an elegant solution for UMCM through simulation and experiments.
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水下水雷对抗机器人群控制方法评价
本文研究了一种适用于一组执行水下水雷对抗(UMCM)的自主机器人车辆协调运动的群体控制器的综合。本研究的主要目标是将基于行为的机器人控制方法与系统理论的群体控制技术相结合,以实现两者最佳特性的混合。基于行为的机器人理论与统计方法相结合,产生了一种鲁棒的控制形式,用于机器人执行UMCM。通过仿真和实验,该系统为UMCM提供了一个良好的解决方案。
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