Abstract
We propose a new formulation of the problem of mathematical modeling of the human gait as an optimal control problem for a nonlinear multidimensional mechanical system with phase constraints given by expeimental data. We give the results of a solution of this optimal control problem obtained using Fourier-spline approximation of independently varying functions and minimizing an objective function over maximally likely directions.
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Literature cited
V. V. Beletskii,Bipedal Walking: Model Dynamic and Control Problems [in Russian], Nauka, Moscow (1984).
V. E. Berbyuk,Dynamics and Optimization of Robot-Engineering Systems [in Russian], Naukova Dumka, Kiev (1989).
V. E. Berbyuk and N. I. Nishchenko, “Energy-optimal control of human locomotion in the phase of support on a prosthetic leg,” in:Probl. Upravl. Inform., No. 2, 75–86 (1997).
M. Vukobratovich,Walking Robots and Anthropomorphic Mechanisms [Russian translation], Mir, Moscow (1976).
V. B. Larin,Control of Walking Machinery [in Russian], Naukova Dumka, Kiev (1980).
A. M. Formal'skii,Locomotion of Anthropomorphic Mechanisms [in Russian], Nauka, Moscow (1982).
D. M. Himmelfarb,Applied Nonlinear Programming, McGraw-Hill, New York (1972).
R. Becket and K. Chang, “An evaluation of kinematics of the gait by minimum energy,”J. Biomechanics,1, 147–159 (1968).
V. E. Berbyuk, “Multibody system modeling and optimization problems of lower limb prostheses,” in:IUTAM Symposium on Optimization of Mechanical Systems, D. Bestie and W. Schiehlen, eds., Kluwer Academic Publishers, The Netherlands (1996), pp. 25–32.
V. E. Berbyuk, “Dynamics and optimal control problems for biotechnical systems “Man-Prosthesis”, in:IUTAM Symposium on Interaction Between Dynamics and Control in Advanced Mechanical Systems, D. H. van Campen, ed., Kluwer Academic Publishers, The Netherlands (1996), pp. 25–32.
C. K. Chow and D. H. Jacobson, “Studies of human locomotion via optimal programming,”Mathem. Biosciences,10, No. 3/4, 239–306 (1971).
H. Hatze, “Neuromusculoskeletal control system modeling: a critical survey of recent developments,”IEEE Trans. Autom. Cont. No. 5, 375–385 (1980).
M. Nagurka and V. Yen, “Fourier-based optimal control of nonlinear dynamic system,”Trans. ASME J. Dyn. Syst., Meas. Contr.,112, No. 3, 19–26 (1990).
T. Öberg, A. Karsznia, and K. öberg, “Joint angle parameters in gait: reference data for normal subject, 10–79 years age,”J. Rehab. Res. Dev.,31, No. 3, 199–213 (1994).
D. Winter, “The biomechanics and motor control of human gait,” University of Waterloo Press (1991).
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Translated fromMatematichni Metodi ta Fiziko-Mekhanichni Polya, Vol. 40, No. 4, 1997, pp. 127–138.
This work was carried out in collaboration with the firm “Ukprotez” of Kiev and Swedish Institute and Wenner Gren Center Foundation, Stockholm, Sweden.
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Berbyuk, V.E., Grasyuk, G.V. & Nishchenko, N.I. Mathematical modeling of the dynamics of the human gait in the saggital plane. J Math Sci 96, 3047–3056 (1999). https://doi.org/10.1007/BF02169705
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DOI: https://doi.org/10.1007/BF02169705