Prediction of ground reaction forces and moments during various activities of daily living

作者: R. Fluit , M.S. Andersen , S. Kolk , N. Verdonschot , H.F.J.M. Koopman

DOI: 10.1016/J.JBIOMECH.2014.04.030

关键词: Mathematical analysisMathematicsInverseResidualKinematicsGround reaction forceInverse dynamicsForce platformMoment (physics)Classical mechanicsEquations of motionBiophysicsRehabilitationOrthopedics and Sports MedicineBiomedical engineering

摘要: Inverse dynamics based simulations on musculoskeletal models is a commonly used method for the analysis of human movement. Due to inaccuracies in kinematic and force plate data, mismatch between model subject, equations motion are violated when solving inverse problem. As result, dynamic inconsistency will exist lead residual forces moments. In this study, we present evaluate computational perform dynamics-based without plates, which both improves consistency as well removes model׳s dependency measured external forces. Using scaled model, ground reaction moments (GRF&Ms) derived from three-dimensional full-body motion. The entails contact optimization techniques solve indeterminacy problem during double phase and, contrast previously proposed techniques, does not require training or empirical data. was applied nine healthy subjects performing several Activities Daily Living (ADLs) evaluated with simultaneously Except transverse moment, no significant differences (P>0.05) were found mean predicted GRF&Ms almost all ADLs. moments, however, significantly reduced ADLs using our compared conventional simulations. Hence, may be instead raw data movement dynamics.

参考文章(38)
Alberto Leardini, Lorenzo Chiari, Ugo Della Croce, Aurelio Cappozzo, Human movement analysis using stereophotogrammetry. Part 3. Soft tissue artifact assessment and compensation. Gait & Posture. ,vol. 21, pp. 212- 225 ,(2005) , 10.1016/J.GAITPOST.2004.05.002
Frank C. Anderson, Marcus G. Pandy, Static and dynamic optimization solutions for gait are practically equivalent Journal of Biomechanics. ,vol. 34, pp. 153- 161 ,(2001) , 10.1016/S0021-9290(00)00155-X
Guillaume Rao, David Amarantini, Eric Berton, Daniel Favier, Influence of body segments’ parameters estimation models on inverse dynamics solutions during gait Journal of Biomechanics. ,vol. 39, pp. 1531- 1536 ,(2006) , 10.1016/J.JBIOMECH.2005.04.014
D.J Pearsall, P.A Costigan, The effect of segment parameter error on gait analysis results. Gait & Posture. ,vol. 9, pp. 173- 183 ,(1999) , 10.1016/S0966-6362(99)00011-9
Anthony G. Schache, Richard Baker, Christopher L. Vaughan, Differences in lower limb transverse plane joint moments during gait when expressed in two alternative reference frames. Journal of Biomechanics. ,vol. 40, pp. 9- 19 ,(2007) , 10.1016/J.JBIOMECH.2005.12.003
Leonard E. Schwer, Validation metrics for response histories: perspectives and case studies Engineering with Computers. ,vol. 23, pp. 295- 309 ,(2007) , 10.1007/S00366-007-0070-1
Stefan Hesse, Matthias Konrad, Dietmar Uhlenbrock, Treadmill walking with partial body weight support versus floor walking in hemiparetic subjects. Archives of Physical Medicine and Rehabilitation. ,vol. 80, pp. 421- 427 ,(1999) , 10.1016/S0003-9993(99)90279-4
Musa L. Audu, Robert F. Kirsch, Ronald J. Triolo, Experimental verification of a computational technique for determining ground reactions in human bipedal stance. Journal of Biomechanics. ,vol. 40, pp. 1115- 1124 ,(2007) , 10.1016/J.JBIOMECH.2006.04.016
Raziel Riemer, Elizabeth T. Hsiao-Wecksler, Xudong Zhang, Uncertainties in inverse dynamics solutions: a comprehensive analysis and an application to gait. Gait & Posture. ,vol. 27, pp. 578- 588 ,(2008) , 10.1016/J.GAITPOST.2007.07.012