Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/56336
Title: Modelling Human Gait using a Nonlinear Differential Equation
Contributor(s): Schmalz, Jelena  (author)orcid ; Paul, David  (author)orcid ; Shorter, Kathleen  (author)orcid ; Schmalz, Xenia (author); Cooper, Matthew  (author); Murphy, Aron (author)
Publication Date: 2022-07-09
Open Access: Yes
DOI: 10.1101/2021.03.16.435713
Handle Link: https://hdl.handle.net/1959.11/56336
Abstract: 

We introduce an innovative method for the investigation of human gait, which is based on the visualisation of the vertical component of the movement of the centre of mass during walking or running, in the space of the coordinates position, velocity, and acceleration of the centre of mass. We collected data and numerically approximated the gait by the best-fitting curve for a non-linear model. The resulting equation for the best fitting plane or curve in this space is a differential equation of second order. The model that we suggest is a Duffing equation with coefficients that depend on the height of a walker or runner and on the angular frequency of the oscillation. We present statistical analyses of the distribution of the Duffing stiffness depending on the speed.

Publication Type: Conference Publication
Conference Details: 16th Australasian Conference on Mathematics and Computers in Sport (ANZIAM Mathsport 2022), Melbourne, Australia, 7-9 July 2022
Source of Publication: The 16th Australasian Conference on Mathematics and Computers in Sport Proceedings, v.16, p. 93-102
Publisher: ANZIAM Mathsport
Fields of Research (FoR) 2020: 490105 Dynamical systems in applications
490102 Biological mathematics
490302 Numerical analysis
Socio-Economic Objective (SEO) 2020: 280103 Expanding knowledge in the biomedical and clinical sciences
Peer Reviewed: Yes
HERDC Category Description: E1 Refereed Scholarly Conference Publication
Publisher/associated links: https://www.anziam.org.au/MathSport+Proceedings
Appears in Collections:Conference Publication
School of Science and Technology

Files in This Item:
3 files
File Description SizeFormat 
Proceedings-2022-final.pdf
  Restricted Access
9.28 MBAdobe PDF
Download Adobe
View/Open    Request a copy
openpublished/ModellingHumanGaitSchmalz2022ConferencePublication.pdfPublished Version1.97 MBAdobe PDF
Download Adobe
View/Open
Show full item record
Google Media

Google ScholarTM

Check

Altmetric


This item is licensed under a Creative Commons License Creative Commons