Abstract
Joint impedance is a common way of representing human joint dynamics. Since ankle joint impedance varies within the gait cycle, time-varying system identification techniques can be used to estimate it. Commonly, time-varying system identification techniques assume repeatably of joint impedance over cyclic motions, without taking into consideration the inherent variability of human behavior. In this paper, a method that assumes smooth, cyclic joint impedance, yet allows for cycle-to-cycle variability, is proposed. The method was tested on isometric, cyclic experimental data from the ankle under conditions with a time variation comparable to the expected one during the gait cycle. The estimated model could describe the data with high accuracy (VAF of 94.96%) and retrieve realistic inertia, damping and stiffness parameters. The results provide motivation to further apply the method on experiments under dynamic conditions and to employ the proposed method as a tool for investigating the human joint dynamics during cyclic movements.
Original language | English |
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Title of host publication | Converging Clinical and Engineering Research on Neurorehabilitation IV |
Subtitle of host publication | Proceedings of the 5th International Conference on Neurorehabilitation (ICNR2020), October 13–16, 2020 |
Editors | Diego Torricelli, Metin Akay, Jose L. Pons |
Publisher | Springer Science + Business Media |
Pages | 495-499 |
Number of pages | 5 |
ISBN (Electronic) | 978-3-030-70316-5 |
ISBN (Print) | 978-3-030-70315-8, 978-3-030-70318-9 |
DOIs | |
Publication status | Published - 2 Oct 2022 |
Event | 5th International Conference on NeuroRehabilitation, ICNR 2020 - Virtual Event Duration: 13 Oct 2020 → 16 Oct 2020 Conference number: 5 |
Publication series
Name | Biosystems and Biorobotics |
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Volume | 28 |
ISSN (Print) | 2195-3562 |
ISSN (Electronic) | 2195-3570 |
Conference
Conference | 5th International Conference on NeuroRehabilitation, ICNR 2020 |
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Abbreviated title | ICNR 2020 |
City | Virtual Event |
Period | 13/10/20 → 16/10/20 |
Keywords
- 22/1 OA procedure