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Human arm fractional dynamics

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Trends in Advanced Intelligent Control, Optimization and Automation (KKA 2017)

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Abstract

In this paper the fractional model of the human arm is presented. Proposed approach is an attempt to consider the muscle damping properties in the simplest form possible. As the base for our simulations the equation of motion based on Lagrange formalism was used. In order to obtain fractional properties we propose using fractional-order derivatives instead of integer-ones. This simplification creates opportunity for an easy implementation and comparison with commonly used models. The core of the presented method is solving this nonlinear equation. The preliminary results was shown. The simplest model possible was analyzed. We considered only two DOF (degrees of freedom) planar model without joint limitations and properly distributed masses. This experiment is to show the damping properties of the fractional model.

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References

  • 1. Aoun, M., Malti, R., Levron, F., Oustaloup, A.: Numerical simulations of fractional systems: An overview of existing methods and improvements. Nonlinear Dynamics 38(1), 117–131 (2004). DOI 10.1007/s11071-004-3750-z

  • 2. Babiarz, A.: On mathematical modelling of the human arm using switched linear system. In: AIP Conference Proceedings, vol. 1637, pp. 47–54 (2014)

    Google Scholar 

  • 3. Babiarz, A., Czornik, A., Niezabitowski, M., Zawiski, R.: Mathematical model of a human leg: The switched linear system approach. In: Pervasive and Embedded Computing and Communication Systems (PECCS), 2015 International Conference on, pp. 1–8. IEEE (2015)

    Google Scholar 

  • 4. Babiarz, A., Klamka, J., Zawiski, R., Niezabitowski, M.: An approach to observability analysis and estimation of human arm model. In: 11th IEEE International Conference on Control & Automation (ICCA), pp. 947–952. IEEE (2014)

    Google Scholar 

  • 5. Biess, A., Flash, T., Liebermann, D.G.: Riemannian geometric approach to human arm dynamics, movement optimization, and invariance. Physical Review E 83(3), 031,927 (2011)

    Google Scholar 

  • 6. Biryukova, E., Roby-Brami, A., Frolov, A., Mokhtari, M.: Kinematics of human arm reconstructed from spatial tracking system recordings. Journal of biomechanics 33(8), 985–995 (2000)

    Google Scholar 

  • 7. Cao, J.Y., Cao, B.G.: Design of fractional order controllers based on particle swarm optimization. In: 2006 1ST IEEE Conference on Industrial Electronics and Applications, pp. 1–6 (2006). DOI 10.1109/ICIEA.2006.257091

  • 8. David, S., Balthazar, J.M., Julio, B., Oliveira, C.: The fractional-nonlinear robotic manipulator: Modeling and dynamic simulations. In: AIP Conference Proceedings, pp. 298–305 (2012)

    Google Scholar 

  • 9. David, S.A., Valentim, C.A.: Fractional euler-lagrange equations applied to oscillatory systems. Mathematics 3(2), 258–272 (2015)

    Google Scholar 

  • 10. Frolov, A.A., Prokopenko, R., Dufosse, M., Ouezdou, F.B.: Adjustment of the human arm viscoelastic properties to the direction of reaching. Biological cybernetics 94(2), 97–109 (2006)

    Google Scholar 

  • 11. Gomi, H., Osu, R.: Task-dependent viscoelasticity of human multijoint arm and its spatial characteristics for interaction with environments. The Journal of Neuroscience 18(21), 8965–8978 (1998)

    Google Scholar 

  • 12. Van der Helm, F.C., Schouten, A.C., de Vlugt, E., Brouwn, G.G.: Identification of intrinsic and reflexive components of human arm dynamics during postural control. Journal of neuroscience methods 119(1), 1–14 (2002)

    Google Scholar 

  • 13. Kubo, K., Kanehisa, H., Kawakami, Y., Fukunaga, T.: Influence of static stretching on viscoelastic properties of human tendon structures in vivo. Journal of applied physiology 90(2), 520–527 (2001)

    Google Scholar 

  • 14. Lenarcic, J., Umek, A.: Simple model of human arm reachable workspace. IEEE transactions on systems, man, and cybernetics 24(8), 1239–1246 (1994)

    Google Scholar 

  • 15. Mackowski, M., Grzejszczak, T., Legowski, A.: An approach to control of human leg switched dynamics. In: 2015 20th International Conference on Control Systems and Computer Science (CSCS), pp. 133–140 (2015). DOI 10.1109/CSCS.2015.67

  • 16. Mobasser, F., Hashtrudi-Zaad, K.: A method for online estimation of human arm dynamics. In: Engineering in Medicine and Biology Society, 2006. EMBS’06. 28th Annual International Conference of the IEEE, pp. 2412–2416. IEEE (2006)

    Google Scholar 

  • 17. Rosen, J., Perry, J.C., Manning, N., Burns, S., Hannaford, B.: The human arm kinematics and dynamics during daily activities-toward a 7 dof upper limb powered exoskeleton. In: ICAR’05. Proceedings., 12th International Conference on Advanced Robotics, 2005., pp. 532–539. IEEE (2005)

    Google Scholar 

  • 18. Ross, B.: Fractional Calculus and Its Applications: Proceedings of the International Conference Held at the University of New Haven, June 1974, chap. A brief history and exposition of the fundamental theory of fractional calculus, pp. 1–36. Springer Berlin Heidelberg, Berlin, Heidelberg (1975). DOI 10.1007/BFb0067096

  • 19. Tejado, I., Valério, D., Pires, P., Martins, J.: Fractional models for the human arm (2013)

    Google Scholar 

  • 20. Tejado, I., Valério, D., Pires, P., Martins, J.: Fractional order human arm dynamics with variability analyses. Mechatronics 23(7), 805–812 (2013)

    Google Scholar 

  • 21. Ventura, A., Tejado, I., Valério, D., Martins, J.: Fractional direct and inverse models of the dynamics of a human arm. Journal of Vibration and Control p. 1077546315580471 (2015)

    Google Scholar 

  • 22. Vinagre, B., Podlubny, I., Hernandez, A., Feliu, V.: Some approximations of fractional order operators used in control theory and applications. Fractional calculus and applied analysis 3(3), 231–248 (2000)

    Google Scholar 

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Acknowledgements

The research presented here was done as a part of the project funded by the National Science Centre in Poland granted according to decision DEC-2014/13/B/ST7/00755 (A.Ł.) and the Silesian University of Technology research grants BK-204/RAu1/2017 (A.B.). The calculations were performed with the use of IT infrastructure of GeCONiI Upper Silesian Centre for Computational Science and Engineering (NCBiR grant no POIG.02.03.01-24-099/13).

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Correspondence to Artur Babiarz .

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Babiarz, A., Łęgowski, A. (2017). Human arm fractional dynamics. In: Mitkowski, W., Kacprzyk, J., Oprzędkiewicz, K., Skruch, P. (eds) Trends in Advanced Intelligent Control, Optimization and Automation. KKA 2017. Advances in Intelligent Systems and Computing, vol 577. Springer, Cham. https://doi.org/10.1007/978-3-319-60699-6_42

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  • DOI: https://doi.org/10.1007/978-3-319-60699-6_42

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