基于目标检测的机器人路径规划研究与分析

H. Hu
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引用次数: 0

摘要

由于智能移动机器人蕴含着丰富的市场价值,并且广泛应用于各个领域,因此现代社会对移动机器人技术的要求非常高,并逐渐成为学者们研究和探索的主要课题。本文在了解移动机器人路径规划发展现状的基础上,结合以激光雷达为核心的动态目标检测方法,提出了一种基于非线性规划的路径规划算法。最后的实验结果表明,该规划方案能够在动态或静态环境下快速找到最优或近似最优规划路径,从而完成跟踪和对冲任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research and analysis of robot path planning based on target detection
Because intelligent mobile robot contains rich market value, and is widely used in various fields, so the modern society of mobile robot technology requirements are very high, and gradually become the main topic of research and exploration of scholars. In this paper, based on the understanding of the development status of mobile robot path planning, combined with lidar as the core of dynamic target detection method, a path planning algorithm based on nonlinear programming is proposed. The final experimental results show that this planning scheme can quickly find the optimal or approximate optimal planning path in dynamic or static environment, so as to complete the task of tracking and hedging.
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