Seong Ho Yeon, Dayeon Kim, Gilhyun Ryou, Youngwoo Sim
{"title":"自主乒乓球收集机器人系统设计","authors":"Seong Ho Yeon, Dayeon Kim, Gilhyun Ryou, Youngwoo Sim","doi":"10.23919/ICCAS.2017.8204354","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":140598,"journal":{"name":"2017 17th International Conference on Control, Automation and Systems (ICCAS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"System design for autonomous table tennis ball collecting robot\",\"authors\":\"Seong Ho Yeon, Dayeon Kim, Gilhyun Ryou, Youngwoo Sim\",\"doi\":\"10.23919/ICCAS.2017.8204354\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":140598,\"journal\":{\"name\":\"2017 17th International Conference on Control, Automation and Systems (ICCAS)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 17th International Conference on Control, Automation and Systems (ICCAS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23919/ICCAS.2017.8204354\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 17th International Conference on Control, Automation and Systems (ICCAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/ICCAS.2017.8204354","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.