DocumentCode :
5116
Title :
Exploiting Wearable Goniometer Technology for Motion Sensing Gloves
Author :
Carbonaro, N. ; Mura, Gabriele Dalle ; Lorussi, F. ; Paradiso, R. ; De Rossi, D. ; Tognetti, A.
Author_Institution :
Res. Center E. Piaggio, Univ. of Pisa, Pisa, Italy
Volume :
18
Issue :
6
fYear :
2014
fDate :
Nov. 2014
Firstpage :
1788
Lastpage :
1795
Abstract :
This paper presents an innovative wearable kinesthetic glove realized with knitted piezoresistive fabric (KPF) sensor technology. The glove is conceived to capture hand movement and gesture by using KPF in a double-layer configuration working as angular sensors (electrogoniometers). The sensing glove prototype is endowed by three KPF goniometers, used to track flexion and extension movement of metacarpophalangeal joint of thumb, index, and middle fingers. The glove is devoted to the continuous monitoring of patients during their daily-life activities, in particular for stroke survivors during their rehabilitation. The prototype performances have been evaluated in comparison with an optical tracking system considered as a gold standard both for relieving static and dynamic posture and gesture of the hand. The introduced prototype has shown very interesting figures of merit. The angular error, evaluated through the standard Bland Altman analysis, has been estimated in ${bf pm 3^circ}$ which is slightly less accurate than commercial electrogoniometers. Moreover, a new conceptual prototype design, preliminary evaluated within this study, is presented and discussed in order to solve actual limitations in terms of number and type of sensor connections, avoiding mechanical constraints given by metallic inextensible wires and improving user comfort.
Keywords :
body sensor networks; gait analysis; gesture recognition; goniometers; medical signal processing; optical tracking; patient monitoring; patient rehabilitation; piezoresistive devices; KPF goniometer; angular error; angular sensor; conceptual prototype design; continuous patient monitoring; daily-life activities; double-layer configuration; dynamic posture; electrogoniometers; extension movement tracking; figures of merit; flexion movement tracking; gold standard; hand gesture; hand movement; index fingers; knitted piezoresistive fabric sensor technology; mechanical constraints; metacarpophalangeal joint; metallic inextensible wires; middle fingers; motion sensing gloves; optical tracking system; rehabilitation; sensing glove prototype; sensor connections; standard Bland Altman analysis; static posture; stroke survivors; thumb fingers; user comfort; wearable goniometer technology; wearable kinesthetic glove; Goniometers; Joints; Patient rehabilitation; Prototypes; Sensor phenomena and characterization; Wearable computers; Hand posture monitoring; poststroke rehabilitation; sensing glove; textile deformation sensor; wearable goniometers;
fLanguage :
English
Journal_Title :
Biomedical and Health Informatics, IEEE Journal of
Publisher :
ieee
ISSN :
2168-2194
Type :
jour
DOI :
10.1109/JBHI.2014.2324293
Filename :
6815677
Link To Document :
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