DocumentCode
1675051
Title
Alternative Approach to Model Changes of Human Motor Functions
Author
Nomm, Sven ; Toomela, Aaro ; Borushko, Jevgeni
Author_Institution
Inst. of Cybern., Tallinn Univ. of Technol., Tallinn, Estonia
fYear
2013
Firstpage
169
Lastpage
174
Abstract
An alternative approach to model changes in human motor functions during cognition and rehabilitation is proposed in this paper. The motivation behind this research is to provide one with the numerical scale to measure progress of rehabilitation or cognition. Main distinctive feature of the proposed approach is, that unlike many other techniques it do not concentrate its attention on precise modeling of one parameter or feature but allows to measure amount and smoothness of the motions performed by entire limb. Such setting may be seen as a generalization of the trajectory an acceleration analysis for a single joint of human body. First simple measures are introduced to describe amount and smoothness of performed motions, followed by relative measures providing possibilities to compare motor actions of different individuals.
Keywords
cognition; gait analysis; patient rehabilitation; acceleration analysis; change modeling; cognition; human body joint; human motor functions; motion smoothness; motor actions; rehabilitation; trajectory generalization; Acceleration; Cognition; Computational modeling; Joints; Motion measurement; Trajectory; Vectors; Motion mass; cognition; human motor functions; modeling; rehabilitation;
fLanguage
English
Publisher
ieee
Conference_Titel
Modelling Symposium (EMS), 2013 European
Conference_Location
Manchester
Print_ISBN
978-1-4799-2577-3
Type
conf
DOI
10.1109/EMS.2013.30
Filename
6779841
Link To Document