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FUZZY LOGIC-BASED PATH PLANNING FOR A MOBILE ROBOT

机译:基于模糊的移动机器人的路径规划

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This paper presents a real-time obstacle avoidance method based on a fuzzy logic controller for a fast moving mobile robot. This method employs ultrasonic sensory information for the detection of unknown obstacles and a combined algorithm of a modified virtual force field and fuzzy logic controller for obstacle avoidance and continuous navigation. A scheme that a single drive module can fire multiple ultrasonic sensors at a fast firing rate is first described. The simulation results as well as floor experiments utilizing the modified virtual force field method are then discussed. Finally, the fuzzy logic controller combined with the modified virtual force field is described, and its experimental results are also presented.
机译:本文介绍了基于模糊逻辑控制器的实时障碍避免方法,用于快速移动移动机器人。该方法采用超声波感官信息来检测未知障碍物和用于避免障碍物和连续导航的修改虚拟力场和模糊逻辑控制器的组合算法。首先描述单个驱动模块可以以快速发射速率发射多个超声波传感器的方案。然后讨论模拟结果以及利用修改的虚拟力场方法的地板实验。最后,描述了与改进的虚拟力场相结合的模糊逻辑控制器,并且还提出了其实验结果。

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