一种改进的户外巡逻机器人BCM避障算法

Luo Qijun, Zhang Xiuyan
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引用次数: 5

摘要

使用安全巡逻机器人对警戒区内的异常情况进行检查。为了检测悬挂障碍物,设计了一种由全系列三维布局的超声传感器组成的立体传感系统。利用该系统获取的障碍物分布数据,提出了改进的BCM算法来引导机器人避障。该算法将三层传感器获取的测距信息映射到水平面上。然后在机器人运动学和动力学约束下,根据障碍物的二维分布构造重叠简化梁;经过优化梁搜索后,计算并输出相应的角速度和线速度,控制机器人避开道路上的车辆和行人。最后,在校园环境实验中,验证了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Improved BCM Obstacle Avoidance Algorithm for Outdoor Patrol Robot
Security Patrol Robot was used to inspect the abnormal situation in the alert zone. To detect the hanging obstacles, a stereo sensing system was designed, which was composed of a full range of ultrasonic sensors with three-dimensional layout. Using obstacle distribution data acquired in this system, the improved BCM algorithm was proposed to guide robot to avoid obstacles. In the algorithm, the ranging information acquired by the three layers' sensors was mapped into the horizontal plane. And then with the constraints from the kinematics and dynamics of robot, overlapping simplified beams were constructed from the two dimensional distribution of obstacles. After the optimization beam searching, the corresponding angular velocity and the line speed were calculated and put out to control the robot to avoid vehicles and pedestrians on the road. Finally, in the experiments of campus environment, the effectiveness of the proposed algorithm was demonstrated.
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