DocumentCode :
1490379
Title :
Determining Level of Postural Control in Young Adults Using Force-Sensing Resistors
Author :
Gopalai, Alpha Agape ; Senanayake, S. M N. Arosha ; Gouwanda, Darwin
Author_Institution :
Sch. of Eng., Monash Univ., Petaling Jaya, Malaysia
Volume :
15
Issue :
4
fYear :
2011
fDate :
7/1/2011 12:00:00 AM
Firstpage :
608
Lastpage :
614
Abstract :
A force-sensing platform (FSP), sensitive to changes of the postural control system was designed. The platform measured effects of postural perturbations in static and dynamic conditions. This paper describes the implementation of an FSP using force-sensing resistors as sensing elements. Real-time qualitative assessment utilized a rainbow color scale to identify areas with high force concentration. Postprocessing of the logged data provided end-users with quantitative measures of postural control. The objective of this research was to establish the feasibility of using an FSP to test and gauge human postural control. Tests were conducted in eye open and eye close states. Readings obtained were tested for repeatability using a one-way analysis of variance test. The platform gauged postural sway by measuring the area of distribution for the weighted center of applied pressure at the foot. A fuzzy clustering algorithm was applied to identify regions of the foot with repetitive pressure concentration. Potential application of the platform in a clinical setting includes monitoring rehabilitation progress of stability dysfunction. The platform functions as a qualitative tool for initial, on-the-spot assessment, and quantitative measure for postacquisition assessment on balance abilities.
Keywords :
force sensors; fuzzy control; gait analysis; mechanoception; eye close state; eye open state; foot; force-sensing resistors; fuzzy clustering algorithm; postural control level determination; rainbow color scale; real-time qualitative assessment; repetitive pressure concentration; stability dysfunction; variance test; young adults; Analysis of variance; Clustering algorithms; Foot; Force; Image color analysis; Real time systems; Sensors; Force-sensing platform (FSP); fuzzy C-means; postural control; postural sway; proprioception; Adult; Algorithms; Computer Graphics; Female; Fuzzy Logic; Humans; Male; Monitoring, Ambulatory; Postural Balance; Posture; Proprioception;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/TITB.2011.2140378
Filename :
5744119
Link To Document :
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