We developed a wearable device to improve lower limb sport training. The presented system consists of a pair of spandex shorts which embed a processor unit, 2 accelerometers and 2 vibro motors. The accelerometers are located in proximity to the knees and measure tri-axial accelerations. We present a novel method to compute and correct asymmetry of lower limbs during training. The user performs an initial calibration phase which sets the accelerometer reference frames. While running, the system continuously refines the calibration using principal component analysis to take in account occasional shorts assessments. The system activates a corrective vibro feedback on the specific leg according to an asymmetry metric based on: (i) foot ground impact, (ii) phase error between legs, (iii) transversal knee movements. User tests demonstrated that the device is ergonomic to wear, easy to use and the corrective vibro feedback is appreciated during the training.

Asymmetry measurement for vibroactive correction in lower limbs mobility / Fiorentino, Michele; Uva, Antonio Emmanuele; Foglia, Mario; Bevilacqua, Vitoantonio. - In: COMPUTER SCIENCE AND INFORMATION SYSTEMS. - ISSN 1820-0214. - 10:3(2013), pp. 1387-1406. [10.2298/CSIS120516054F]

Asymmetry measurement for vibroactive correction in lower limbs mobility

FIORENTINO, Michele;UVA, Antonio Emmanuele;FOGLIA, Mario;BEVILACQUA, Vitoantonio
2013-01-01

Abstract

We developed a wearable device to improve lower limb sport training. The presented system consists of a pair of spandex shorts which embed a processor unit, 2 accelerometers and 2 vibro motors. The accelerometers are located in proximity to the knees and measure tri-axial accelerations. We present a novel method to compute and correct asymmetry of lower limbs during training. The user performs an initial calibration phase which sets the accelerometer reference frames. While running, the system continuously refines the calibration using principal component analysis to take in account occasional shorts assessments. The system activates a corrective vibro feedback on the specific leg according to an asymmetry metric based on: (i) foot ground impact, (ii) phase error between legs, (iii) transversal knee movements. User tests demonstrated that the device is ergonomic to wear, easy to use and the corrective vibro feedback is appreciated during the training.
2013
Asymmetry measurement for vibroactive correction in lower limbs mobility / Fiorentino, Michele; Uva, Antonio Emmanuele; Foglia, Mario; Bevilacqua, Vitoantonio. - In: COMPUTER SCIENCE AND INFORMATION SYSTEMS. - ISSN 1820-0214. - 10:3(2013), pp. 1387-1406. [10.2298/CSIS120516054F]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/8219
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