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2017 | OriginalPaper | Chapter

Optimizing Wearable Assistive Devices with Neuromuscular Models and Optimal Control

Authors : Manish Sreenivasa, Matthew Millard, Paul Manns, Katja Mombaur

Published in: Converging Clinical and Engineering Research on Neurorehabilitation II

Publisher: Springer International Publishing

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Abstract

The coupling of human movement dynamics with the function and design of wearable assistive devices is vital to better understand the interaction between the two. Advanced neuromuscular models and optimal control formulations provide the possibility to study and improve this interaction. In addition, optimal control can also be used to generate predictive simulations that generate novel movements for the human model under varying optimization criterion.

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Literature
1.
go back to reference D. Anderson, M. Madigan, M. Nussbaum, Maximum voluntary joint torque as a function of joint angle and angular velocity: model development and application to the lower limb. J. Biomech. 40(14), 31053113 (2007)CrossRef D. Anderson, M. Madigan, M. Nussbaum, Maximum voluntary joint torque as a function of joint angle and angular velocity: model development and application to the lower limb. J. Biomech. 40(14), 31053113 (2007)CrossRef
2.
go back to reference M.L. Felis, RBDL: an efficient rigid-body dynamics library using recursive algorithms. Auton. Robots 1–17 (2016) M.L. Felis, RBDL: an efficient rigid-body dynamics library using recursive algorithms. Auton. Robots 1–17 (2016)
3.
go back to reference P. De Leva, Adjustments to Zatsiorsky-Seluyanovs segment inertia parameters. J. Biomech. 29(9), 12231230 (1996) P. De Leva, Adjustments to Zatsiorsky-Seluyanovs segment inertia parameters. J. Biomech. 29(9), 12231230 (1996)
4.
go back to reference S.S.U. Gamage, J. Lasenby, New least squares solutions for estimating the average centre of rotation and the axis of rotation. J. Biomech. 35(1), 8793 (2002)CrossRef S.S.U. Gamage, J. Lasenby, New least squares solutions for estimating the average centre of rotation and the axis of rotation. J. Biomech. 35(1), 8793 (2002)CrossRef
5.
go back to reference M. Sreenivasa, C. Chamorro, D. Alvarado, O. Rettig, S. Wolf, Patient-specific bone geometry and segment inertia from mri images for model-based analysis of pathological gait. J. Biomech M. Sreenivasa, C. Chamorro, D. Alvarado, O. Rettig, S. Wolf, Patient-specific bone geometry and segment inertia from mri images for model-based analysis of pathological gait. J. Biomech
6.
go back to reference D. Thelen, F. Anderson, S. Delp, Generatingdynamicsimulations of movement using computed muscle control. J. Biomech. 36(3), 321328 (2003) D. Thelen, F. Anderson, S. Delp, Generatingdynamicsimulations of movement using computed muscle control. J. Biomech. 36(3), 321328 (2003)
8.
go back to reference K.H. Koch, K. Mombaur, Exoopt - a framework for patient centered design optimization of lower limb exoskeletons, in IEEE International Conference on Rehabilitation Robotics (2015) K.H. Koch, K. Mombaur, Exoopt - a framework for patient centered design optimization of lower limb exoskeletons, in IEEE International Conference on Rehabilitation Robotics (2015)
9.
go back to reference H.G. Bock, K.J. Pitt, A multiple shooting algorithm for direct solution of optimal control problems, in 9th IFAC World Congress Budapest (1984) H.G. Bock, K.J. Pitt, A multiple shooting algorithm for direct solution of optimal control problems, in 9th IFAC World Congress Budapest (1984)
10.
go back to reference D. Leineweber, I. Bauer, H. Bock, J. Schloder, An efficient multiple shooting based reduced SQP strategy for large-scale dynamic process optimization. Part 1: theoretical aspects. Comput. Chem. Eng. 27(2), 157166 (2003) D. Leineweber, I. Bauer, H. Bock, J. Schloder, An efficient multiple shooting based reduced SQP strategy for large-scale dynamic process optimization. Part 1: theoretical aspects. Comput. Chem. Eng. 27(2), 157166 (2003)
11.
go back to reference K. Mombaur, Using optimization to create self-stable human-like running. Robotica 27(03), 321330 (2009)CrossRef K. Mombaur, Using optimization to create self-stable human-like running. Robotica 27(03), 321330 (2009)CrossRef
Metadata
Title
Optimizing Wearable Assistive Devices with Neuromuscular Models and Optimal Control
Authors
Manish Sreenivasa
Matthew Millard
Paul Manns
Katja Mombaur
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-46669-9_103