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 :
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