DocumentCode
2555270
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
fYear
2011
fDate
25-30 Sept. 2011
Firstpage
4386
Lastpage
4391
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
Conference_Location
San Francisco, CA
ISSN
2153-0858
Print_ISBN
978-1-61284-454-1
Type
conf
DOI
10.1109/IROS.2011.6095095
Filename
6095095
Link To Document