DocumentCode :
996332
Title :
A new approach to accurate measurement of uniaxial joint angles based on a combination of accelerometers and gyroscopes
Author :
Dejnabadi, Hooman ; Jolles, Brigitte M. ; Aminian, Kamiar
Author_Institution :
Lab. of Movement Anal. & Meas., Ecole Polytechnique Fed. de Lausanne, Switzerland
Volume :
52
Issue :
8
fYear :
2005
Firstpage :
1478
Lastpage :
1484
Abstract :
A new method of measuring joint angle using a combination of accelerometers and gyroscopes is presented. The method proposes a minimal sensor configuration with one sensor module mounted on each segment. The model is based on estimating the acceleration of the joint center of rotation by placing a pair of virtual sensors on the adjacent segments at the center of rotation. In the proposed technique, joint angles are found without the need for integration, so absolute angles can be obtained which are free from any source of drift. The model considers anatomical aspects and is personalized for each subject prior to each measurement. The method was validated by measuring knee flexion-extension angles of eight subjects, walking at three different speeds, and comparing the results with a reference motion measurement system. The results are very close to those of the reference system presenting very small errors (rms=1.3, mean=0.2, SD=1.1 deg) and excellent correlation coefficients (0.997). The algorithm is able to provide joint angles in real-time, and ready for use in gait analysis. Technically, the system is portable, easily mountable, and can be used for long term monitoring without hindrance to natural activities.
Keywords :
accelerometers; biomedical equipment; biomedical measurement; gait analysis; gyroscopes; patient monitoring; sensors; accelerometers; gait analysis; gyroscopes; knee flexion-extension angles; minimal sensor configuration; uniaxial joint angle measurement; Acceleration; Accelerometers; Algorithm design and analysis; Goniometers; Gyroscopes; Joints; Knee; Legged locomotion; Motion measurement; Velocity measurement; Accelerometer and gyroscope; ambulatory system; biomechanics; gait analysis; joint angle; Acceleration; Adult; Aged; Computer Simulation; Diagnosis, Computer-Assisted; Female; Humans; Knee Joint; Male; Middle Aged; Models, Biological; Movement; Range of Motion, Articular; Reproducibility of Results; Sensitivity and Specificity; Transducers;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2005.851475
Filename :
1463337
Link To Document :
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