自主乒乓球收集机器人系统设计

Seong Ho Yeon, Dayeon Kim, Gilhyun Ryou, Youngwoo Sim
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引用次数: 3

摘要

本文介绍了自主乒乓球收集机器人的设计方法和实现。为了在真实的乒乓球场上有效地收集球,机器人设计了三个重点:球检测、导航和球收集。对于球的检测,采用blob检测和级联分类器相结合的方法。机器人利用A *图搜索算法生成一条最优路径,并基于机轮平台沿此路径移动。检测到的球被收集使用吸入电机和2-DOF主动喷嘴。该集成系统成功地在一个真实的乒乓球场上演示了给定的任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
System design for autonomous table tennis ball collecting robot
This paper presents design methodologies and an implementation of autonomous table tennis ball collecting robot. The robot is designed with three major emphases to collect balls effectively in a real table tennis court: ball detection, navigation, and ball collection. For ball detection, a combination of blob detection and cascade classifier was utilized. The robot generates an optimal path toward detected balls using A∗ graph search algorithm and follows the path based on a mecanum-wheeled platform. The detected balls are collected using a suction motor and a 2-DOF active nozzle. The integrated system successfully demonstrates the given task in a real table tennis court.
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