基于超宽带三维激光雷达的四足机器人避障与人员跟随策略

IF 2.3 4区 计算机科学 Q2 Computer Science
Zhi Li, Bin Li, Qixing Liang, Weilong Liu, Landong Hou, Xuewen Rong
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引用次数: 1

摘要

提高四足机器人的人机交互能力和环境适应性,特别是四足机器人跟随人和躲避障碍物的能力。本文将超宽带定位技术与三维激光雷达的融合应用于四足机器人。核心是通过三维激光雷达扫描周围的障碍物信息,定位四足机器人和目标人的位置,完成避障,并通过高效的路径规划算法跟踪四足机器人的任务。为了满足高精度定位的要求,本文采用了超宽带定位系统。在计算坐标时,我们提出了一种三边加权最小二乘定位算法。为了提高四足机器人路径搜索的效率和稳定性,本文在A*算法的基础上,改进并提出了一种基于滑动窗口的增量A*算法。通过计算机仿真分析和四足机器人的实际实验验证了该方法的可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A quadruped robot obstacle avoidance and personnel following strategy based on ultra-wideband and three-dimensional laser radar
To improve the human–computer interaction ability and environmental adaptability of the quadruped robot, especially the ability of the quadruped robot to follow people and avoid obstacles. In this article, the fusion of ultra-wideband positioning technology and three-dimensional laser radar is applied to a quadruped robot. The core is to scan the surrounding obstacle information through three-dimensional laser radar, locate the position of both the quadruped robot and the target person, complete the obstacle avoidance, and follow the task of the quadruped robot through an efficient path planning algorithm. To meet the high-precision positioning requirements, the ultra-wideband positioning system is used in this article. When calculating the coordinates, we propose a three-sided weighted least squares positioning algorithm. To improve the efficiency and stability of the quadruped robot in path search, based on the A* algorithm, this article improves and proposes an incremental A* algorithm based on a sliding window. The feasibility and effectiveness of our method are verified by computer simulation analysis and real experiments of the quadruped robot.
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来源期刊
CiteScore
6.50
自引率
0.00%
发文量
65
审稿时长
6 months
期刊介绍: International Journal of Advanced Robotic Systems (IJARS) is a JCR ranked, peer-reviewed open access journal covering the full spectrum of robotics research. The journal is addressed to both practicing professionals and researchers in the field of robotics and its specialty areas. IJARS features fourteen topic areas each headed by a Topic Editor-in-Chief, integrating all aspects of research in robotics under the journal''s domain.
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