Understanding of human motor learning by resonance-based robot motion learning theory
| Project/Area Number |
15K18005
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Intelligent mechanics/Mechanical systems
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| Research Institution | Osaka University |
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Principal Investigator |
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| Project Period (FY) |
2015-04-01 – 2018-03-31
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| Project Status |
Completed (Fiscal Year 2017)
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| Budget Amount *help |
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
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| Keywords | 運動学習 / 関節剛性 / 歩行 / ロボット制御 / 共振 / エネルギー効率 / 人の運動制御 / ロボット / 運動制御 |
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| Outline of Final Research Achievements |
In this study, we investigated human motion learning by comparing the robot motion learning method based on resonance. In the motion learning method based on resonance, motion can be generated with minimum energy consumption by simultaneously learning motion pattern and joint stiffness in periodic motion. We applied this method to a model that simulates the human motion of the swing leg during walking, and obtained a motion pattern very similar to the human walking motion. Moreover, in tasks that perform cyclical upper limb movement while changing the characteristics of force field, human and robot have similar motion patterns also in learning process. In other words, it was shown that the motion learning control method based on resonance resembles human exercise learning.
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Report
(4 results)
Research Products
(19 results)
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[Presentation] Exploiting invariant structure for controlling multiple muscles in anthropomorphic legs: II. Experimental evidence for three equilibrium-point-based synergies during human pedaling2016
Author(s)
Eichi Watanabe, Takanori Oku, Hiroaki Hirai, Fumiaki Yoshikawa, Yuma Nagakawa, Akira Kuroiwa, Emerson Paul Grabke, Mitsunori Uemura, Fumio Miyazaki, Hermano Igo Krebs
Organizer
2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids)
Place of Presentation
Cancun, Mexico
Year and Date
2016-10-15
Related Report
Int'l Joint Research
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