Improving interactions between a power-assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method
Power assist systems are usually used for rehabilitation, healthcare, and so forth.This paper puts emphasis on the use of power assist systems for object transfer and thus brings a novelty in the power-assist applications. However, the interactions between the systems and the human users are usually...
| Main Authors: | , |
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| Format: | Journal Article |
| Language: | English |
| Published: |
2013
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| Online Access: | https://hdl.handle.net/10356/97677 http://hdl.handle.net/10220/12109 |
| _version_ | 1826116552345255936 |
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| author | Rahman, S. M. Mizanoor. Ikeura, Ryojun. |
| author_facet | Rahman, S. M. Mizanoor. Ikeura, Ryojun. |
| author_sort | Rahman, S. M. Mizanoor. |
| collection | NTU |
| description | Power assist systems are usually used for rehabilitation, healthcare, and so forth.This paper puts emphasis on the use of power assist systems for object transfer and thus brings a novelty in the power-assist applications. However, the interactions between the systems and the human users are usually not satisfactory because human features are not included in the control design. In this paper, we present the development of a 1-DOF power assist system for horizontal transfer of objects. We included human features such as weight perception in the system dynamics and control. We then simulated the system using MATLAB/Simulink for transferring objects with it and (i) determined the optimum maneuverability conditions for object transfer, (ii) determined psychophysical relationships between actual and perceived weights, and (iii) analyzed load forces and motion features. We then used the findings to design a novel adaptive control scheme to improve the interactions between the user and the system. We implemented the novel control (simulated the system again using the novel control), the subjects evaluated the system, and the results showed that the novel control reduced the excessive load forces and accelerations and thus improved the human-system interactions in terms of maneuverability, safety, and so forth. Finally, we proposed to use the findings to develop power assist systems for manipulating heavy objects in industries that may improve interactions between the systems and the users. |
| first_indexed | 2024-10-01T04:13:16Z |
| format | Journal Article |
| id | ntu-10356/97677 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T04:13:16Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | ntu-10356/976772020-09-26T21:53:55Z Improving interactions between a power-assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method Rahman, S. M. Mizanoor. Ikeura, Ryojun. DRNTU::Engineering::Computer science and engineering Power assist systems are usually used for rehabilitation, healthcare, and so forth.This paper puts emphasis on the use of power assist systems for object transfer and thus brings a novelty in the power-assist applications. However, the interactions between the systems and the human users are usually not satisfactory because human features are not included in the control design. In this paper, we present the development of a 1-DOF power assist system for horizontal transfer of objects. We included human features such as weight perception in the system dynamics and control. We then simulated the system using MATLAB/Simulink for transferring objects with it and (i) determined the optimum maneuverability conditions for object transfer, (ii) determined psychophysical relationships between actual and perceived weights, and (iii) analyzed load forces and motion features. We then used the findings to design a novel adaptive control scheme to improve the interactions between the user and the system. We implemented the novel control (simulated the system again using the novel control), the subjects evaluated the system, and the results showed that the novel control reduced the excessive load forces and accelerations and thus improved the human-system interactions in terms of maneuverability, safety, and so forth. Finally, we proposed to use the findings to develop power assist systems for manipulating heavy objects in industries that may improve interactions between the systems and the users. Published version 2013-07-24T06:49:16Z 2019-12-06T19:45:19Z 2013-07-24T06:49:16Z 2019-12-06T19:45:19Z 2012 2012 Journal Article Rahman, S. M. M.,& Ikeura, R. (2012). Improving Interactions between a Power-Assist Robot System and Its Human User in Horizontal Transfer of Objects Using a Novel Adaptive Control Method. Advances in Human-Computer Interaction, 1-12. https://hdl.handle.net/10356/97677 http://hdl.handle.net/10220/12109 10.1155/2012/745216 en Advances in human-computer interaction © 2012 S. M. Mizanoor Rahman and Ryojun Ikeura. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering Rahman, S. M. Mizanoor. Ikeura, Ryojun. Improving interactions between a power-assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method |
| title | Improving interactions between a power-assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method |
| title_full | Improving interactions between a power-assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method |
| title_fullStr | Improving interactions between a power-assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method |
| title_full_unstemmed | Improving interactions between a power-assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method |
| title_short | Improving interactions between a power-assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method |
| title_sort | improving interactions between a power assist robot system and its human user in horizontal transfer of objects using a novel adaptive control method |
| topic | DRNTU::Engineering::Computer science and engineering |
| url | https://hdl.handle.net/10356/97677 http://hdl.handle.net/10220/12109 |
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