Fuzzy Logic Controller Design for Leader-Follower Robot Navigation

T. Dewi, Yudi Wijanarko, P. Risma, Y. Oktarina
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引用次数: 8

Abstract

Mobile robots are applied everywhere in the human’s life, starting from industries to domestics. This phenomenon makes it one of the most studied subjects in electronics engineering. Navigation is always an issue for this kind of robot, to ensure it can finish its task safely. Giving it a “brain” is one of the ways to create an autonomous navigating robot. The Fuzzy logic controller is a good choice for the “brain” since it does not need accurate mathematical modeling of the system. Only by utilizing the inputs from sensors are enough to design an effective controller. This paper presents an FLC design for leader-follower robot. This FLC design is the improvement of FLC application in a single two differential-driven mobile robot. The relation between leader and follower robot is modeled linearly as a spring-damper system. Simulation proves the feasibility of the proposed method in several environment setting, and this paper also shows that the method can be easily extended to one leader and more than one follower’s formation. The research in this paper has introduced in the classroom as the teaching-learning media to improve students’ involvement and interest in robotics and robotics related class. This paper is also part of our campaign and encouragement for teachers and students to use low-cost and open source software since not all the universities in developing country can afford the expensive high-end software.
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Leader-Follower机器人导航模糊控制器设计
从工业到家庭,移动机器人在人类生活中的应用无处不在。这一现象使其成为电子工程中研究最多的课题之一。导航一直是这类机器人的一个问题,以确保它能安全地完成任务。给它一个“大脑”是制造自主导航机器人的方法之一。模糊逻辑控制器是“大脑”的一个很好的选择,因为它不需要对系统进行精确的数学建模。只有利用传感器的输入才能设计出有效的控制器。提出了一种领导-跟随机器人的FLC设计方法。本FLC设计是对FLC在单双差动移动机器人中应用的改进。将领导机器人和跟随机器人之间的关系线性建模为弹簧-阻尼系统。仿真结果证明了该方法在多种环境设置下的可行性,并表明该方法可以很容易地扩展到一个领导者和多个追随者的编队中。本文的研究引入课堂作为教学媒介,以提高学生对机器人及机器人相关课程的参与度和兴趣。这篇论文也是我们活动的一部分,鼓励教师和学生使用低成本和开源软件,因为不是所有发展中国家的大学都能负担得起昂贵的高端软件。
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