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Fuzzy Control of Unknown-Obstacle Avoidance for Mobile Robots

机译:移动机器人未知避障的模糊控制

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摘要

In this study, a path-following control strategy for a mobile robot with unknown obstacles being detected on the planned path is investigated. For a given space with known obstacles, the path-planning methods can generate the shortest collision-free path from the beginning to the end. In a real environment, the unknown obstacles may appear on the planned path, after that the mobile may not follow the original path. In this research, an obstacle-avoidance mode is added into the original path-following controller. The signals from five distance measurement sensors on the mobile can be used to guide it successfully. Computer simulations are given to verify the proposed algorithm. One find that various locations and directions of the distance sensors can affect the results.
机译:在这项研究中,研究了在计划路径上检测到未知障碍物的移动机器人的路径跟随控制策略。对于具有已知障碍的给定空间,路径规划方法可以生成从起点到终点的最短无碰撞路径。在真实环境中,未知障碍物可能会出现在计划的路径上,之后移动台可能不会遵循原始路径。在这项研究中,将避障模式添加到原始的路径跟随控制器中。来自手机上五个测距传感器的信号可用于成功引导。通过计算机仿真验证了该算法的有效性。人们发现距离传感器的不同位置和方向会影响结果。

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