DocumentCode
186142
Title
Experimental comparison of orientation estimation algorithms in motion tracking for rehabilitation
Author
Daponte, P. ; De Vito, L. ; Riccio, M. ; Sementa, C.
Author_Institution
Dept. of Eng., Univ. of Sannio, Benevento, Italy
fYear
2014
fDate
11-12 June 2014
Firstpage
1
Lastpage
6
Abstract
This paper presents the experimental comparison of data fusion algorithms for human motion tracking in rehabilitation, using Inertial Measurement Units. Three algorithms for orientation estimation, taken from the scientific literature in the field, have been selected and their capability of accurately tracking the angle of a selected joint has been evaluated. In particular, two phases of experimental analysis have been carried out. The former, in laboratory, was directed to verify the capability of the algorithms of tracking a fixed angle range. In the latter, carried out in a rehabilitation center, the results obtained by the considered algorithms have been compared with those provided by a vision-based motion tracking system.
Keywords
biomechanics; biomedical measurement; inertial systems; medical signal processing; object tracking; patient rehabilitation; sensor fusion; Inertial Measurement Units; data fusion algorithms; experimental analysis; experimental comparison; fixed angle range; human motion tracking; orientation estimation algorithms; rehabilitation center; vision-based motion tracking system; Algorithm design and analysis; Estimation; Kalman filters; Magnetometers; Quaternions; Sensors; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Medical Measurements and Applications (MeMeA), 2014 IEEE International Symposium on
Conference_Location
Lisboa
Print_ISBN
978-1-4799-2920-7
Type
conf
DOI
10.1109/MeMeA.2014.6860048
Filename
6860048
Link To Document