Formation control of leader-follower robot using interval type-2 fuzzy logic controller

Gita Fadila Fitriana, Husnawati, S. Nurmaini
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引用次数: 3

Abstract

This paper proposes formation control in leader-follower robot using interval type-2 fuzzy logic controller (IT2FLC). The controller gives the robots position and orientation between desire pose and actual pose. The IT2FLC is advantageous in comparison with type-1 fuzzy logic controller (T1FLC). Experimental result show by using IT2FLC produce good performance compare to T1FLC. In open space environment, produce small data only 836 for fuzzy process, fast response about 107.8 and smooth movement of the leader-follower posture to accomplish the target without collision.
基于区间2型模糊控制器的leader-follower机器人群体控制
提出了一种基于区间2型模糊逻辑控制器(IT2FLC)的leader-follower机器人群体控制方法。控制器给出机器人在期望姿态和实际姿态之间的位置和方向。与1型模糊逻辑控制器(T1FLC)相比,IT2FLC具有优势。实验结果表明,与T1FLC相比,IT2FLC具有更好的性能。在开放空间环境下,模糊处理只产生836个小数据,快速响应107.8左右,leader-follower姿态平滑运动,不发生碰撞完成目标。
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