Optimal External Wrench Distribution During a Multi-Contact Sit-to-Stand Task

Vincent Bonnet 1 Christine Azevedo Coste 2 Thomas Robert 3 Philippe Fraisse 4 Gentiane Venture 5
2 CAMIN - Control of Artificial Movement and Intuitive Neuroprosthesis
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier, CRISAM - Inria Sophia Antipolis - Méditerranée
4 IDH - Interactive Digital Humans
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
Abstract : This study aims at developing and evaluating a new practical method for the real-time estimate of joint torques and external wrenches during multi-contact sit-to-stand task using kinematics data only. The proposed method allows also identifying subject specific body inertial segment parameters that are required to perform inverse dynamics. The identification phase is performed using simple and repeatable motions. Thanks to an accurately identified model the estimate of the total external wrench can be used as an input to solve an under-determined multi-con-tact problem. It is solved using a constrained quadratic optimization process minimising a hybrid human-like energetic criterion. The weights of this hybrid cost function are adjusted and a sensitivity analysis is performed in order to reproduce robustly human external wrench distribution. The results showed that the pro-posed method could successfully estimate the external wrenches under buttocks, feet and hands during sit-to stand tasks (RMS error lower than 20 N and 6 N.m). The simplicity and generalisation abilities of the proposed method allow paving the way of future diagnosis solutions and rehabilitation applications, including in-home use.
Type de document :
Article dans une revue
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Institute of Electrical and Electronics Engineers, 2017, 〈10.1109/TNSRE.2017.2676465〉
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https://hal-lirmm.ccsd.cnrs.fr/lirmm-01515473
Contributeur : Christine Azevedo Coste <>
Soumis le : jeudi 27 avril 2017 - 15:14:35
Dernière modification le : samedi 11 novembre 2017 - 01:12:08

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Vincent Bonnet, Christine Azevedo Coste, Thomas Robert, Philippe Fraisse, Gentiane Venture. Optimal External Wrench Distribution During a Multi-Contact Sit-to-Stand Task. IEEE Transactions on Neural Systems and Rehabilitation Engineering, Institute of Electrical and Electronics Engineers, 2017, 〈10.1109/TNSRE.2017.2676465〉. 〈lirmm-01515473〉

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