DocumentCode
3596407
Title
Affordable erehabilitation monitoring platform
Author
Janidarmian, Majid ; Fekr, Atena Roshan ; Radecka, Katarzyna ; Zilic, Zeljko
Author_Institution
Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, QC, Canada
fYear
2014
Firstpage
1
Lastpage
6
Abstract
People who have suffered a motor function disability need to practice appropriate rehabilitation treatments. Motion sensors such as accelerometer and gyroscope in fact are increasingly being embedded in wearable computing devices and can provide a quantitative measure of the human movement for assessment. In this paper, we present a low-cost eRehabilitation platform employing efficient algorithms to provide high accuracy feedback. The provided online rehabilitation service is removing the traditional face-to-face services by using cutting-edge mobile and sensors technologies. It allows doctors to give the patients qualitative feedback and track their progress over time. This system considers the variability in movement speed and accurate angle measurements. To this end, the golden standard pattern collected under physiotherapist supervision is compared with the patient´s exercises based on Dynamic Time Warping (DTW) algorithm. The experiments were conducted in a laboratory with different subjects, and results confirm that low-cost MEMS technology achieves an acceptable accuracy level in real-time rehabilitation monitoring. We also address different encountered issues and discuss how to efficiently tackle with them.
Keywords
Internet; computerised monitoring; dynamic programming; handicapped aids; micromechanical devices; mobile computing; patient rehabilitation; DTW algorithm; MEMS technology; cutting-edge mobile technology; dynamic time warping; eRehabilitation monitoring platform; motion sensor; motor function disability; online rehabilitation service; Accelerometers; Accuracy; Calibration; Heuristic algorithms; Sensor fusion; Training; Bluetooh Low Energy; calibration; motion sensors; orientation; qualitative feedback; rehabilitation; sensor fusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Humanitarian Technology Conference - (IHTC), 2014 IEEE Canada International
Print_ISBN
978-1-4799-3995-4
Type
conf
DOI
10.1109/IHTC.2014.7147537
Filename
7147537
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