{"title":"非凸约束下机器人的最小时间路径跟踪","authors":"Á. Nagy, I. Vajk","doi":"10.1109/SISY.2017.8080545","DOIUrl":null,"url":null,"abstract":"The paper examines the time-optimal path tracking problem which belongs to robot motion planning. The goal is to generate a velocity profile for robotic manipulators taking into account kinematic and dynamic constraints. In some cases, profile generation can be translated to a convex optimisation problem through a non-linear change of variables. However, some constraints cannot be taken into account due they non-convex properties. The paper presents a method to solve the time-optimal problem with these non-convex constraints. The method is based on the branch and bound algorithm, and it provides a global solution in contrast to the existing local approaches. Experimental results with a 3-DoF robotic arm are also presented.","PeriodicalId":352891,"journal":{"name":"2017 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Minimum-time path tracking for robots with non-convex constraints\",\"authors\":\"Á. Nagy, I. Vajk\",\"doi\":\"10.1109/SISY.2017.8080545\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper examines the time-optimal path tracking problem which belongs to robot motion planning. The goal is to generate a velocity profile for robotic manipulators taking into account kinematic and dynamic constraints. In some cases, profile generation can be translated to a convex optimisation problem through a non-linear change of variables. However, some constraints cannot be taken into account due they non-convex properties. The paper presents a method to solve the time-optimal problem with these non-convex constraints. The method is based on the branch and bound algorithm, and it provides a global solution in contrast to the existing local approaches. Experimental results with a 3-DoF robotic arm are also presented.\",\"PeriodicalId\":352891,\"journal\":{\"name\":\"2017 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY)\",\"volume\":\"39 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SISY.2017.8080545\",\"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 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SISY.2017.8080545","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Minimum-time path tracking for robots with non-convex constraints
The paper examines the time-optimal path tracking problem which belongs to robot motion planning. The goal is to generate a velocity profile for robotic manipulators taking into account kinematic and dynamic constraints. In some cases, profile generation can be translated to a convex optimisation problem through a non-linear change of variables. However, some constraints cannot be taken into account due they non-convex properties. The paper presents a method to solve the time-optimal problem with these non-convex constraints. The method is based on the branch and bound algorithm, and it provides a global solution in contrast to the existing local approaches. Experimental results with a 3-DoF robotic arm are also presented.