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The Use of Inertial Sensors for the Classification of Rehabilitation Exercises

Authors: 
Publication Type: 
Refereed Conference Meeting Proceeding
Abstract: 
The benefits of exercise in rehabilitation after orthopaedic surgery or following a musculoskeletal injury has been widely established. Within a hospital or clinical environment, adherence levels to rehabilitation exercise programs are high due to the supervision of the patient during the rehabilitation process. However, adherence levels drop significantly when patients are asked to perform the program at home. This paper describes the use of simple inertial sensors for the purpose of developing a biofeedback system to monitor adherence to rehabilitation programs. The results show that a single sensor can accurately distinguish between seven commonly prescribed rehabilitation exercises with accuracies between 93% and 95%. Results also show that the use of multiple sensor units does not significantly improve results therefore suggesting that a single sensor unit can be used as an input to an exercise biofeedback system.
Conference Name: 
36th Annual International Conference of the IEEE
Proceedings: 
Engineering in Medicine and Bilogy Society (EMBC)
Digital Object Identifer (DOI): 
10.na
Publication Date: 
26/08/2014
Conference Location: 
United States of America
Research Group: 
Institution: 
National University of Ireland, Dublin (UCD)
Open access repository: 
No
Publication document: