Title :
Evaluation method of degree of functional recovery on walking rehabilitation based on self-organizing map
Author :
Koji Makino;Masahiro Nakamura;Hidenori Omori;Shohei Ueda;Hidetsugu Terada
Author_Institution :
Department of Research Interdisciplinary, Graduate School of Medicine and Engineering, University of Yamanashi, Kofu, Yamanashi 4-3-11
Abstract :
It is important to evaluate the degree of functional recovery on a walk in rehabilitation. We have proposed two kinds of evaluation methods. One is the Gravity Center Fluctuation (GCF) obtained by the developed special shoes. The other is five element score method using the high speed camera, and is reliable to evaluate the functional recovery. In this paper, we consider the relation between the GCF and the score by the Sell-Organizing Map (SOM). As a consequence, we show the condition of the gait motion is able to be guessed by the SOM.
Keywords :
"Yttrium","Conductivity measurement","Position measurement","Phase measurement","Footwear","Cameras","Rubber"
Conference_Titel :
Industrial Electronics Society, IECON 2015 - 41st Annual Conference of the IEEE
DOI :
10.1109/IECON.2015.7392100