基于模糊PI控制器的移动机器人编队控制

Min-Fan Ricky Lee, H.P.M Willybrordus, Sukamto, Sharfiden Hassen, Asep Nugroho
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引用次数: 0

摘要

保护士兵在排队长征中的安全是军事行动中的一项重要任务。可以部署自主地面移动机器人来执行此类任务。主要任务是根据排队形中士兵的运动自动保持机器人的位置。GPS被用来确定士兵当前的姿势。这个信息被用作一个输入,在排周围创建一个动态凸包。采用比例积分(PI)控制器控制每个机器人,使其在期望的轨迹上运动。采用模糊逻辑控制(FLC)对PI控制器的增益进行调节,使其性能达到最佳。用3个防护机器人和9名士兵在仿真中对算法进行了评估。该算法将为排兵提供最优保护包围圈,提高排兵的安全性。仿真结果表明,所设计的控制器具有良好的控制性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Formation Control for Mobile Robot using Fuzzy - PI Controller
Protecting soldiers in the long march of platoon formation is crucial mission in the military operation. Autonomous ground mobile robots can be deployed to carry out such kind of the mission. The primary task is maintaining robot position automatically based on the movement of soldier in a platoon formation. The GPS is employed to determine the soldier current pose. This information is used as an input to create a dynamic convex hull around a platoon. The Proportional-Integral (PI) controller is applied to control each robot so it can move in a desired trajectory. The fuzzy logic control (FLC) is involved to tune the gain of PI controller to optimize the performance. Three protective robots and nine soldiers are used to evaluate the algorithm in simulation. The proposed algorithm will provide a platoon soldiers with optimal protection encirclement and enhance their safety. The simulation results show good performance using the proposed controller.
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