{"title":"Risk-Aware Motion Control for Care Robots","authors":"Guang Yang, Shuoyu Wang, Junyou Yang, Peng Shi","doi":"10.1109/IAI50351.2020.9262206","DOIUrl":null,"url":null,"abstract":"A risk-aware motion control system is presented so that care robots can conduct human-like behaviors by changing the behavior patterns concerning environmental risk. First, a method of evaluating the environmental risk of possible collision is introduced, by measuring the narrowness of the robot-centered space. Then a way of defining and achieving robot behavior patterns through the limitation of velocity and acceleration in the motion controller is presented. Finally, a system integrating the risk evaluation module and behavior adjust module is introduced which allows human-like behaviors upon traditional indoor navigation. Experiments were conducted in a real household environment with our care robot, KUT-PCR, in which the effectiveness of the proposed approach was verified.","PeriodicalId":137183,"journal":{"name":"2020 2nd International Conference on Industrial Artificial Intelligence (IAI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 2nd International Conference on Industrial Artificial Intelligence (IAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAI50351.2020.9262206","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
A risk-aware motion control system is presented so that care robots can conduct human-like behaviors by changing the behavior patterns concerning environmental risk. First, a method of evaluating the environmental risk of possible collision is introduced, by measuring the narrowness of the robot-centered space. Then a way of defining and achieving robot behavior patterns through the limitation of velocity and acceleration in the motion controller is presented. Finally, a system integrating the risk evaluation module and behavior adjust module is introduced which allows human-like behaviors upon traditional indoor navigation. Experiments were conducted in a real household environment with our care robot, KUT-PCR, in which the effectiveness of the proposed approach was verified.