I. Walker, L. Mears, Rahman S. M. Mizanoor, R. Pak, S. Remy, Yue Wang
{"title":"基于信任的人机切换","authors":"I. Walker, L. Mears, Rahman S. M. Mizanoor, R. Pak, S. Remy, Yue Wang","doi":"10.1109/MCSI.2015.50","DOIUrl":null,"url":null,"abstract":"We present a new approach to payload handovers between robots and humans in collaborative human-co-robot operations. The key innovation is the incorporation of robot trust (in the human) in the underlying robot motion planning algorithm. Using a weighted Jacobian pseudoinverse algorithm, the robot motions are varied (trading off collision risk against task efficiency) based on the current value of trust. The targeted application is small-scale manufacturing, but the approach can be applied to many forms of robot-human handovers and interactions.","PeriodicalId":371635,"journal":{"name":"2015 Second International Conference on Mathematics and Computers in Sciences and in Industry (MCSI)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":"{\"title\":\"Robot-Human Handovers Based on Trust\",\"authors\":\"I. Walker, L. Mears, Rahman S. M. Mizanoor, R. Pak, S. Remy, Yue Wang\",\"doi\":\"10.1109/MCSI.2015.50\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present a new approach to payload handovers between robots and humans in collaborative human-co-robot operations. The key innovation is the incorporation of robot trust (in the human) in the underlying robot motion planning algorithm. Using a weighted Jacobian pseudoinverse algorithm, the robot motions are varied (trading off collision risk against task efficiency) based on the current value of trust. The targeted application is small-scale manufacturing, but the approach can be applied to many forms of robot-human handovers and interactions.\",\"PeriodicalId\":371635,\"journal\":{\"name\":\"2015 Second International Conference on Mathematics and Computers in Sciences and in Industry (MCSI)\",\"volume\":\"72 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-08-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"12\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 Second International Conference on Mathematics and Computers in Sciences and in Industry (MCSI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MCSI.2015.50\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 Second International Conference on Mathematics and Computers in Sciences and in Industry (MCSI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MCSI.2015.50","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
We present a new approach to payload handovers between robots and humans in collaborative human-co-robot operations. The key innovation is the incorporation of robot trust (in the human) in the underlying robot motion planning algorithm. Using a weighted Jacobian pseudoinverse algorithm, the robot motions are varied (trading off collision risk against task efficiency) based on the current value of trust. The targeted application is small-scale manufacturing, but the approach can be applied to many forms of robot-human handovers and interactions.