한국정밀공학회지 (Journal of the Korean Society for Precision Engineering)

  • 제26권3호
  • /
  • Pages.129-136
  • /
  • 2009
  • /
  • 1225-9071(pISSN)
  • /
  • 2287-8769(eISSN)
한국정밀공학회 (Korean Society for Precision Engineering)
권호 표지

발뒤꿈치들기 시 근력 추정을 위한 혼합 정적 최적화

A Hybrid Static Optimization for Estimating Muscle Forces during Heel-rise Movements

  • Son, Jong-Sang (Department of Biomedical Engineering, Yonsei University) ;
  • Sohn, Ryang-Hee (Department of Biomedical Engineering, Yonsei University) ;
  • Kim, Young-Ho (Department of Biomedical Engineering, Yonsei University)
  • 발행 : 2009.03.01
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

The estimation of muscle force is important to understand the roles of the muscles. The static optimization method can be used to figure out the individual muscle forces. However, muscle forces during the movement including muscle co-contraction cannot be considered by the static optimization. In this study, a hybrid static optimization method was introduced to find the well-matched muscle forces with EMG signals under muscle co-contraction conditions. To validate the developed algorithm, the 3D motion analysis and its corresponding inverse dynamics using the musculoskeletal modeling software (SIMM) were performed on heel-rise movements. Results showed that the developed algorithm could estimate the acceptable muscle forces during heel-rise movement. These results imply that a hybrid numerical approach is very useful to obtain the reasonable muscle forces under muscle co-contraction conditions.

키워드

참고문헌

  1. Seireg, A. and Arvikar, R. J., "A mathematical model for evaluation of forces in lower extremities of the musculo-skeletal system," Journal of Biomechanics,Vol. 6, No. 3, pp. 313-326, 1973 https://doi.org/10.1016/0021-9290(73)90053-5
  2. Crowninshield, R. D., Johnston, R. C., Andrews, J. G. and Brand, R. A., "A biomechanical investigation of the human hip," Journal of Biomechanics, Vol. 11, No. 1-2, pp. 75-85, 1978 https://doi.org/10.1016/0021-9290(78)90045-3
  3. Hoy, M. G., Zajac, F. E. and Gordon, M. E., "A musculoskeletal model of the human lower extremity: the effect of muscle, tendon, and moment arm on the moment-angle relationship," Journal of Biomechanics, Vol. 23, No. 2, pp. 157-169, 1990 https://doi.org/10.1016/0021-9290(90)90349-8
  4. Zajac, F. E., "Muscle and tendon: properties, models, scaling, and application to biomechanics and motor control," Critical Reviews in Biomedical Engineering,Vol. 17, No. 4, pp. 359-411, 1989
  5. Delp, S. L., Loan, J. P., Hoy, M. G., Zajac, F. E., Topp, E. L. and Rosen, J. M., "An interactive graphicsbased model of the lower extremity to study orthopaedic surgical procedures," IEEE Transactions on Biomedical Engineering, Vol. 37, No. 8, pp. 757- 767, 1990 https://doi.org/10.1109/10.102791
  6. Brand, R. A., Crowninshield, R. D., Wittstock, C. E., Pederson, D. R., Clark, C. R. and van Krieken, F. M., "A model of lower extremity muscular anatomy,"Journal of Biomechanical Engineering, Vol. 104, No. 4, pp. 304-310, 1982 https://doi.org/10.1115/1.3138363
  7. Brand, R. A., Pederson, D. R. and Friederich, J. A., "The sensitivity of muscle force predictions to changes in physiologic Cross-Sectional Area," Journal of Biomechanics, Vol. 19, No. 8, pp. 589-596, 1986 https://doi.org/10.1016/0021-9290(86)90164-8
  8. Friederich, J. A. and Brand, R. A., "Muscle fiber architecture in human lower limb," Journal of biomechanics, Vol. 23, No. 1, pp. 91-95, 1990 https://doi.org/10.1016/0021-9290(90)90373-B
  9. Wickiewicz, T. L., Roy, R. R., Powell, P. L. and Edgerton, V. R., "Muscle architecture of the human lower limb," Clinical Orthopeadics and Related Research, Vol. 179, pp. 275-283, 1983
  10. Delp, S. L., "Sergery simulation: A computer graphics system to analyze and design musculoskeletal reconstructions of the lower limb," Department of Mechanical Engineering, Ph. D. Dissertation, Stanford University, 1990
  11. Anderson, F. C. and Pandy, M. G., "Static and dynamic optimization solutions for gait are practically equivalent," Journal of Biomechanics, Vol. 34, No. 2, pp. 153-161, 2001 https://doi.org/10.1016/S0021-9290(00)00155-X
  12. Heintz, S. and Gutierrez-Farewik, E. M., "Static optimization of muscle forces during gait in comparison to EMG-to-force processing approach," Gait & Posture, Vol. 26, No. 2, pp. 279-288, 2007 https://doi.org/10.1016/j.gaitpost.2006.09.074
  13. Cholewichi, J. and McGill, S. M., "EMG assisted optimization: a hybrid approach for estimating muscle forces in an indeterminate biomechanical model," Journal of Biomechanics, Vol. 27, No. 10, pp. 1287-1289, 1994 https://doi.org/10.1016/0021-9290(94)90282-8
  14. Cholewicki, J., McGill, S. M. and Norman, R. W., "Comparison of muscle forces and joint load from an optimization and emg assisted lumbar spine model: towords development of a hybrid approach," Journal of Biomechanics, Vol. 28, No. 3, pp. 321-331, 1995 https://doi.org/10.1016/0021-9290(94)00065-C
  15. Amarantini, D. and Martin, L., "A method to combine numerical optimization and EMG data for the estimation of joint moments under dynamic conditions," Journal of Biomechanics,Vol. 37, No. 9, pp. 1393-1404, 2004 https://doi.org/10.1016/j.jbiomech.2003.12.020
  16. Vigouroux, L., Quaine, F., Labarre-Vila, A., Amarantini, D. and Moutet, F., "Using EMG data to constrain optimization procedure improves finger tendon tension estimations during static fingertip force production," Journal of Biomechanics,Vol. 40, No. 13, pp. 2846-2856, 2007 https://doi.org/10.1016/j.jbiomech.2007.03.010
  17. Crowninshield, R. D. and Brand, R. A., "A physiologically based criterion of muscle force prediction in locomotion," Journal of Biomechanics, Vol. 14, No. 11, pp. 793-801, 1981 https://doi.org/10.1016/0021-9290(81)90035-X
  18. Lunsford, B. R. and Perry, J., "The standing heel-rise test for ankle plantar flexion: criterion for normal," Physical Therapy, Vol. 75, No. 8, pp. 694-698, 1995 https://doi.org/10.1093/ptj/75.8.694
  19. $\"{O}$sterberg, U., Svantesson, U., Takahashi, H. and Grimby, G., "Torque, work and EMG development in a heel-rise test," Clinical Biomechanics, Vol. 13, No.4, pp. 344-350, 1998 https://doi.org/10.1016/S0268-0033(98)00100-4
  20. Kadaba, M. P., Ramakrishnan, H. K. and Wootten, M. E., "Measurement of lower extremity kinematics during level walking," Journal of Orthopaedic Research, Vol. 8, No. 3, pp. 383-392, 1990 https://doi.org/10.1002/jor.1100080310
  21. Kellis, E., Kouvelioti, V. and Ioakimidis, P., "Reliability of a practicable EMG-moment model for antagonist moment prediction," Neuroscience Letters, Vol. 383, No. 3, pp. 266-271, 2005 https://doi.org/10.1016/j.neulet.2005.04.038
  22. Kellis, E. and Katis, A., "Hamstring antagonist moment estimation using clinically applicable models: muscle dependency and synergy effects," Journal of Electromyography and Kinesiology, Vol. 18, No. 1, pp. 144-153, 2008 https://doi.org/10.1016/j.jelekin.2006.09.001