基于群体智能的捡球机器人视觉导航与路径规划

Z. Chen
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引用次数: 2

摘要

随着科学技术的进步,智能机器人系统已经在服务业中得到了应用。服务型自主移动机器人的研究和设计越来越受到企业和企业的重视。本文围绕网球场网球的收集问题,设计了一种基于群体智能的智能网球捡球机器人。首先,简要介绍了琉球机器人路径规划的目的和视觉处理的工作特点。分析了自主跑球机器人设计中面临的问题。然后,基于滚动窗理论,提出了一种基于视觉传感器的自主移动机器人。多目标路径规划算法。该算法有效地缩短了移动槌球机器人执行任务的时间,提高了其槌球效率。
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Visual Navigation and Path Planning of Ball Picking Robot based on Swarm Intelligence
With the progress of science and technology, intelligent robot system has been applied in service industry. The research and design of service-oriented autonomous mobile robots have attracted more and more attention from enterprises and businesses. In this paper, an intelligent tennis pickup robot based on swarm intelligence is designed around the collection of tennis on the tennis court. Firstly, the paper briefly describes the purpose of the path planning of the Ryukyu robot and the working characteristics of the visual processing. It analyzes the problems faced by the design of the autonomous ball-racing robot. Then, based on the rolling window theory, an autonomous mobile robot based on the visual sensor is proposed. Multi-objective path planning algorithm. The algorithm effectively reduces the time for the mobile croquet robot to perform tasks and improves its croquet efficiency.
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