Triaxial joint moment estimation using a wearable three-dimensional gait analysis system

Abstract We developed a wireless sensor system composed of a mobile force plate system, three-dimensional (3D) motion sensor units and a wireless data logger. Triaxial joint moments of the ankle, knee and hip joints were calculated using measurements of the sensor system. The accuracy of the joint moment estimation is validated against results obtained from the reference measurement system composed of a camera based motion analysis system and force plates. Triaxial joint moments measured by the sensor system showed normalized root mean square error (NRMSE) and correlation coefficient ( R ) of less than 22% and more than 0.80 in comparison with the stationary system.

[1]  M P Kadaba,et al.  Measurement of lower extremity kinematics during level walking , 1990, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[2]  D. Winter,et al.  Kinetic analysis of the lower limbs during walking: what information can be gained from a three-dimensional model? , 1995, Journal of biomechanics.

[3]  Peter H. Veltink,et al.  Ambulatory Assessment of Ankle and Foot Dynamics , 2007, IEEE Transactions on Biomedical Engineering.

[4]  Tao Liu,et al.  A wearable force plate system for the continuous measurement of triaxial ground reaction force in biomechanical applications , 2010 .

[5]  Mohammad Reza Daliri,et al.  Automatic diagnosis of neuro-degenerative diseases using gait dynamics , 2012 .

[6]  E. Berton,et al.  Influence of body segments' parameters estimation models on inverse dynamics solutions during gait. , 2006, Journal of biomechanics.

[7]  H. K. Ramakrishnan,et al.  Repeatability of kinematic, kinetic, and electromyographic data in normal adult gait , 1989, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[8]  B. Bresler The Forces and Moments in the Leg During Level Walking , 1950, Journal of Fluids Engineering.

[9]  F. V. D. van der Helm,et al.  Magnetic distortion in motion labs, implications for validating inertial magnetic sensors. , 2009, Gait & posture.

[10]  R. B. Davis,et al.  A gait analysis data collection and reduction technique , 1991 .

[11]  Tao Liu,et al.  Development of a wearable sensor system for quantitative gait analysis , 2009 .

[12]  Laura Rocchi,et al.  Ambulatory measurement of shoulder and elbow kinematics through inertial and magnetic sensors , 2008, Medical & Biological Engineering & Computing.

[13]  Tao Liu,et al.  A Mobile Force Plate and Three-Dimensional Motion Analysis System for Three-Dimensional Gait Assessment , 2012, IEEE Sensors Journal.