Use of wearable technology for performance assessment: a validation study.
The prevalence of osteoarthritis is increasing globally but current compliance with rehabilitation remains poor. This study explores whether wearable sensors can be used to provide objective measures of performance with a view to using them as motivators to aid compliance to osteoarthritis rehabilitation. More specifically, the use of a novel attachable wearable sensor integrated into clothing and inertial measurement units located in two different positions, at the waist and thigh pocket, was investigated. Fourteen healthy volunteers were asked to complete exercises adapted from a knee osteoarthritis rehabilitation programme whilst wearing the three sensors including five times sit-to-stand test, treadmill walking at slow, preferred and fast speeds. The performances of the three sensors were validated against a motion capture system and an instrumented treadmill. The systems showed a high correlation (r(2) > 0.7) and agreement (mean difference range: -0.02-0.03 m, 0.005-0.68 s) with gold standards. The novel attachable wearable sensor was able to monitor exercise tasks as well as the inertial measurement units (ICC > 0.95). Results also suggested that a functional placement (e.g., situated in a pocket) is a valid position for performance monitoring. This study shows the potential use of wearable technologies for assessing subject performance during exercise and suggests functional solutions to enhance acceptance.
Department of Surgery and Cancer, Imperial College London, London, UK. Electronic address: epapi26@gmail.com.
Enrica
E
Papi
Department of Surgery and Cancer, Imperial College London, London, UK. Electronic address: denise.osei-kuffour09@imperial.ac.uk.
Denise
D
Osei-Kuffour
Centre for Bio-Inspired Technology, Institute of Biomedical Engineering, Imperial College London, London, UK. Electronic address: yen-ming.chen09@imperial.ac.uk.
Yen-Ming A
YM
Chen
Department of Surgery and Cancer, Imperial College London, London, UK. Electronic address: a.mcgregor@imperial.ac.uk.
Alison H
AH
McGregor
D061725:Accelerometry / Q000295:instrumentation* / Q000379:methods; D000328:Adult; D000465:Algorithms; D001696:Biomechanical Phenomena; D003020:Clothing; D004867:Equipment Design; D005080:Exercise Test / Q000295:instrumentation / Q000379:methods; D006801:Humans; D018670:Monitoring, Ambulatory / Q000295:instrumentation* / Q000379:methods; D061848:Optical Imaging; D020370:Osteoarthritis, Knee / Q000175:diagnosis / Q000503:physiopathology / Q000534:rehabilitation; D011187:Posture / Q000502:physiology; D016138:Walking / Q000502:physiology; D059015:Wireless Technology / Q000295:instrumentation*
Acceleration; Exercise; Osteoarthritis; Performance; Rehabilitation; Wearable sensor