Human-Guided Robotic Comanipulation: Two Illustrative Scenarios
Emerging applications of robot systems that involve physical interaction with humans have opened up new challenges in robot control. While various control techniques have been developed for human-robot interaction, existing methods do not take advantages of both human knowledge and the robot's...
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sg-ntu-dr.10356-838452020-03-07T14:02:43Z Human-Guided Robotic Comanipulation: Two Illustrative Scenarios Li, Xiang Chi, Guoyi Vidas, Stephen Cheah, Chien Chern School of Electrical and Electronic Engineering Comanipulation Human guidance Emerging applications of robot systems that involve physical interaction with humans have opened up new challenges in robot control. While various control techniques have been developed for human-robot interaction, existing methods do not take advantages of both human knowledge and the robot's ability. In this paper, a human-guided manipulation problem is formulated and solved. The workspace is divided into a human region, where the human plays a more active role in the manipulation task, and a robot region, where the robot is more dominant in the manipulation. The proposed formulation allows the human to take control actions to deal with unforeseen changes or uncertainty in the environment, and also allows the robot to take the lead where the environment is exactly known. We mainly consider two basic scenarios, i.e., robot control first and human control later (R-H) or human control first and robot control later (H-R), to illustrate the concept of human-guided comanipulation. Based on a smooth transition between the human region and the robot region, an adaptive tracking controller is developed to take advantages of both human knowledge and the robot's ability. The experimental results are presented to illustrate the performance of the proposed control method. ASTAR (Agency for Sci., Tech. and Research, S’pore) 2016-09-21T03:02:04Z 2019-12-06T15:33:08Z 2016-09-21T03:02:04Z 2019-12-06T15:33:08Z 2016 Journal Article Li, X., Chi, G., Vidas, S., & Cheah, C. C. (2016). Human-Guided Robotic Comanipulation: Two Illustrative Scenarios. IEEE Transactions on Control Systems Technology, 24(5), 1751-1763. 1063-6536 https://hdl.handle.net/10356/83845 http://hdl.handle.net/10220/41455 10.1109/TCST.2016.2514609 en IEEE Transactions on Control Systems Technology © 2016 IEEE. |
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Comanipulation Human guidance Li, Xiang Chi, Guoyi Vidas, Stephen Cheah, Chien Chern Human-Guided Robotic Comanipulation: Two Illustrative Scenarios |
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Emerging applications of robot systems that involve physical interaction with humans have opened up new challenges in robot control. While various control techniques have been developed for human-robot interaction, existing methods do not take advantages of both human knowledge and the robot's ability. In this paper, a human-guided manipulation problem is formulated and solved. The workspace is divided into a human region, where the human plays a more active role in the manipulation task, and a robot region, where the robot is more dominant in the manipulation. The proposed formulation allows the human to take control actions to deal with unforeseen changes or uncertainty in the environment, and also allows the robot to take the lead where the environment is exactly known. We mainly consider two basic scenarios, i.e., robot control first and human control later (R-H) or human control first and robot control later (H-R), to illustrate the concept of human-guided comanipulation. Based on a smooth transition between the human region and the robot region, an adaptive tracking controller is developed to take advantages of both human knowledge and the robot's ability. The experimental results are presented to illustrate the performance of the proposed control method. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Li, Xiang Chi, Guoyi Vidas, Stephen Cheah, Chien Chern |
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Article |
author |
Li, Xiang Chi, Guoyi Vidas, Stephen Cheah, Chien Chern |
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Li, Xiang |
title |
Human-Guided Robotic Comanipulation: Two Illustrative Scenarios |
title_short |
Human-Guided Robotic Comanipulation: Two Illustrative Scenarios |
title_full |
Human-Guided Robotic Comanipulation: Two Illustrative Scenarios |
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Human-Guided Robotic Comanipulation: Two Illustrative Scenarios |
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Human-Guided Robotic Comanipulation: Two Illustrative Scenarios |
title_sort |
human-guided robotic comanipulation: two illustrative scenarios |
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2016 |
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https://hdl.handle.net/10356/83845 http://hdl.handle.net/10220/41455 |
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1681044411256930304 |