Computer Science and Information Systems 2013 Volume 10, Issue 3, Pages: 1387-1406
https://doi.org/10.2298/CSIS120516054F
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Asymmetry measurement for vibroactive correction in lower limbs mobility
Fiorentino Michele (Dipartimento di Meccanica, Matematica e Management, Politecnico di Bari, Bari, Italy)
Uva Antonio E. (Dipartimento di Meccanica, Matematica e Management, Politecnico di Bari, Bari, Italy)
Foglia Mario M. (Dipartimento di Meccanica, Matematica e Management, Politecnico di Bari, Bari, Italy)
Bevilacqua Vitoantonio (Dipartimento di Ingegneria Elettrica e dell’Informazione, Politecnico di Bari, Bari, Italy)
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.
Keywords: wearable training device, vibro feedback, asymmetry correction, sport training, lower limb rehabilitation