{"title":"机器人辅助擦拭和沐浴的柔软触觉轮廓跟踪","authors":"Isabella Huang, Dylan Chow, R. Bajcsy","doi":"10.1109/IROS47612.2022.9982071","DOIUrl":null,"url":null,"abstract":"The automated cleaning of surfaces such as furniture, bathroom sinks, and even human bodies is challenging due to the three-dimensional nature of their geometries. Yet, enabling robots to effectively and safely perform these tasks would not only reduce user efforts spent on household cleaning chores, but would also alleviate the strenuous workload of caretakers as the elderly population continues to grow at an unprecedented rate. In this work, we unify the applications of wiping objects and bathing humans as a general contour-following problem. To this end, we utilize a depth camera-based soft tactile sensor to extract the contact geometries and force-correlated measures during interaction between the robot and the target object or body part, and design a general contour-following controller that not only maintains contact with the target throughout the cleaning process, but also regulates the amount of force applied. Our system enables successful cleaning of pipes, shelving, and even human limbs and torsos without the need for data-driven methods such as deep learning, upon which the majority of existing works have relied.","PeriodicalId":431373,"journal":{"name":"2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)","volume":"46 2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Soft Tactile Contour Following for Robot-Assisted Wiping and Bathing\",\"authors\":\"Isabella Huang, Dylan Chow, R. Bajcsy\",\"doi\":\"10.1109/IROS47612.2022.9982071\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The automated cleaning of surfaces such as furniture, bathroom sinks, and even human bodies is challenging due to the three-dimensional nature of their geometries. Yet, enabling robots to effectively and safely perform these tasks would not only reduce user efforts spent on household cleaning chores, but would also alleviate the strenuous workload of caretakers as the elderly population continues to grow at an unprecedented rate. In this work, we unify the applications of wiping objects and bathing humans as a general contour-following problem. To this end, we utilize a depth camera-based soft tactile sensor to extract the contact geometries and force-correlated measures during interaction between the robot and the target object or body part, and design a general contour-following controller that not only maintains contact with the target throughout the cleaning process, but also regulates the amount of force applied. Our system enables successful cleaning of pipes, shelving, and even human limbs and torsos without the need for data-driven methods such as deep learning, upon which the majority of existing works have relied.\",\"PeriodicalId\":431373,\"journal\":{\"name\":\"2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)\",\"volume\":\"46 2 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IROS47612.2022.9982071\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IROS47612.2022.9982071","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Soft Tactile Contour Following for Robot-Assisted Wiping and Bathing
The automated cleaning of surfaces such as furniture, bathroom sinks, and even human bodies is challenging due to the three-dimensional nature of their geometries. Yet, enabling robots to effectively and safely perform these tasks would not only reduce user efforts spent on household cleaning chores, but would also alleviate the strenuous workload of caretakers as the elderly population continues to grow at an unprecedented rate. In this work, we unify the applications of wiping objects and bathing humans as a general contour-following problem. To this end, we utilize a depth camera-based soft tactile sensor to extract the contact geometries and force-correlated measures during interaction between the robot and the target object or body part, and design a general contour-following controller that not only maintains contact with the target throughout the cleaning process, but also regulates the amount of force applied. Our system enables successful cleaning of pipes, shelving, and even human limbs and torsos without the need for data-driven methods such as deep learning, upon which the majority of existing works have relied.