Title :
A mathematical analysis of the minimum variance model of human-like reaching movements
Author :
Svinin, Mikhail ; Yamamoto, Motoji
Author_Institution :
International Research and Education Center, Faculty of Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
Abstract :
The paper deals with modeling of human-like reaching movements using a probabilistic minimum variance model. A continuous formulation of the minimum variance model is developed and analyzed. The model features a parameter, having the meaning of the post-movement time period, whose assignment in a systematic way is not evident. To facilitate the situation and avoid the explicit specification of this parameter, the limiting case of the post-movement period tending to infinity is analyzed for several classes of the control plant. A connection between this limiting model and the conventional minimum control effort model is also established.
Keywords :
Covariance matrix; Equations; Limiting; Mathematical model; Optimization; Performance analysis; Trajectory;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-61284-454-1
DOI :
10.1109/IROS.2011.6095095