基于传感器的轮式移动机器人室外导航中的局部/全局帧切换

Yu Yu Lwin, Daisuke Takahashi, Y. Yamamoto
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引用次数: 2

摘要

研究了四轮移动机器人在障碍物环境下室外导航的局部/全局帧切换问题。在移动机器人上安装了两个激光测距仪,以便在没有任何先验环境知识的情况下进行基于传感器的避障。此外,在机器人的顶部安装了GPS,以便知道机器人的绝对位置和航向角。利用势场法在障碍物和目标周围产生力场。采用前瞻控制对移动机器人进行控制,动态改变机器人前方的参考点,使移动机器人能够在障碍物之间顺利机动并到达目标。该算法使移动机器人在室外障碍物环境下的导航任务中能够遵循精确的轨迹,尽管其里程误差较大。
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Local/global frame switching in sensor-based outdoor navigation in a wheeled mobile robot
This paper presents a local/global frames switching in outdoor navigation of a four-wheeled mobile robot in an obstructed environment. Two laser range finders are equipped on the mobile robot in order to perform sensor-based obstacle avoidance without any a priori knowledge about its environment. Also, a GPS is mounted on the top of the robot so that the absolute location and the heading angle of the robot are known. The potential field method is utilized to create force fields around obstacles and a goal. Look-ahead control is adopted to steer the mobile robot in which a reference point located in front of the robot is dynamically changed such that the mobile robot is able to successfully maneuver among the obstacles and reach the goal. The proposed algorithm enables the mobile robot to follow the precise trajectory during navigation task under obstructed outdoor environment, despite its significant odometry errors.
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