Smooth and Energy Saving Gait Planning for Humanoid Robot Using Geodesics
A novel gait planning method using geodesics for humanoid robot is given in this paper. Both the linear inverted pendulum model and the exact Single Support Phase (SSP) are studied in our energy optimal gait planning based on geodesics. The kinetic energy of a 2-dimension linear inverted pendulum is...
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| Format: | Article |
| Language: | English |
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Wiley
2012-01-01
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| Series: | Applied Bionics and Biomechanics |
| Online Access: | http://dx.doi.org/10.3233/ABB-2011-0031 |
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| author | Liandong Zhang Changjiu Zhou |
| author_facet | Liandong Zhang Changjiu Zhou |
| author_sort | Liandong Zhang |
| collection | DOAJ |
| description | A novel gait planning method using geodesics for humanoid robot is given in this paper. Both the linear inverted pendulum model and the exact Single Support Phase (SSP) are studied in our energy optimal gait planning based on geodesics. The kinetic energy of a 2-dimension linear inverted pendulum is obtained at first. We regard the kinetic energy as the Riemannian metric and the geodesic on this metric is studied and this is the shortest line between two points on the Riemannian surface. This geodesic is the optimal kinetic energy gait for the COG because the kinetic energy along geodesic is invariant according to the geometric property of geodesics and the walking is smooth and energy saving. Then the walking in Single Support Phase is studied and the energy optimal gait for the swing leg is obtained using our geodesics method. Finally, experiments using state-of-the-art method and using our geodesics optimization method are carried out respectively and the corresponding currents of the joint motors are recorded. With the currents comparing results, the feasibility of this new gait planning method is verified. |
| format | Article |
| id | doaj-art-3d8a6aa236f6477a80b11a9d362742f9 |
| institution | Kabale University |
| issn | 1176-2322 1754-2103 |
| language | English |
| publishDate | 2012-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Applied Bionics and Biomechanics |
| spelling | doaj-art-3d8a6aa236f6477a80b11a9d362742f92025-02-03T01:26:38ZengWileyApplied Bionics and Biomechanics1176-23221754-21032012-01-019445746710.3233/ABB-2011-0031Smooth and Energy Saving Gait Planning for Humanoid Robot Using GeodesicsLiandong Zhang0Changjiu Zhou1Advanced Robotics and Intelligent Control Centre, Singapore Polytechnic, SingaporeAdvanced Robotics and Intelligent Control Centre, Singapore Polytechnic, SingaporeA novel gait planning method using geodesics for humanoid robot is given in this paper. Both the linear inverted pendulum model and the exact Single Support Phase (SSP) are studied in our energy optimal gait planning based on geodesics. The kinetic energy of a 2-dimension linear inverted pendulum is obtained at first. We regard the kinetic energy as the Riemannian metric and the geodesic on this metric is studied and this is the shortest line between two points on the Riemannian surface. This geodesic is the optimal kinetic energy gait for the COG because the kinetic energy along geodesic is invariant according to the geometric property of geodesics and the walking is smooth and energy saving. Then the walking in Single Support Phase is studied and the energy optimal gait for the swing leg is obtained using our geodesics method. Finally, experiments using state-of-the-art method and using our geodesics optimization method are carried out respectively and the corresponding currents of the joint motors are recorded. With the currents comparing results, the feasibility of this new gait planning method is verified.http://dx.doi.org/10.3233/ABB-2011-0031 |
| spellingShingle | Liandong Zhang Changjiu Zhou Smooth and Energy Saving Gait Planning for Humanoid Robot Using Geodesics Applied Bionics and Biomechanics |
| title | Smooth and Energy Saving Gait Planning for Humanoid Robot Using Geodesics |
| title_full | Smooth and Energy Saving Gait Planning for Humanoid Robot Using Geodesics |
| title_fullStr | Smooth and Energy Saving Gait Planning for Humanoid Robot Using Geodesics |
| title_full_unstemmed | Smooth and Energy Saving Gait Planning for Humanoid Robot Using Geodesics |
| title_short | Smooth and Energy Saving Gait Planning for Humanoid Robot Using Geodesics |
| title_sort | smooth and energy saving gait planning for humanoid robot using geodesics |
| url | http://dx.doi.org/10.3233/ABB-2011-0031 |
| work_keys_str_mv | AT liandongzhang smoothandenergysavinggaitplanningforhumanoidrobotusinggeodesics AT changjiuzhou smoothandenergysavinggaitplanningforhumanoidrobotusinggeodesics |