<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The paper proposes a data model analysis algorithm for human motion function based on short-term behaviour. The algorithm uses a functional data analysis (FDA) method to perform Fourier fitting on the motion data and extract the fitted approximate single period data. Finally, the algorithm depicts the internal change in the motion in the low-dimensional space. The study found that the characteristic motion data obtained by the algorithm has smooth characteristics, and the relevant case analysis also verifies the algorithm's effectiveness.</p>
</abstract>

The paper proposes a data model analysis algorithm for human motion function based on short-term behaviour. The algorithm uses a functional data analysis (FDA) method to perform Fourier fitting on the motion data and extract the fitted approximate single period data. Finally, the algorithm depicts the internal change in the motion in the low-dimensional space. The study found that the characteristic motion data obtained by the algorithm has smooth characteristics, and the relevant case analysis also verifies the algorithm's effectiveness.

Mathematical function data model analysis and synthesis system based on short-term human movement

Department of Information Systems, Faculty of Computing and Information Technology

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

The paper proposes a data model analysis algorithm for human motion function based on short-term behaviour. The algorithm uses a functional data analysis (FDA)...

Mathematical function data model analysis and synthesis system based on short-term human movement

Published Online: Nov 22, 2021

Page range: 49 - 58

Received: Jun 17, 2021

Accepted: Sep 24, 2021

DOI: https://doi.org/10.2478/amns.2021.2.00088

Keywords
short-term behaviour, human motion recognition, mathematical function model, wearable motion capture system

© 2021 Xuemei An et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Mathematical function data model analysis and synthesis system based on short-term human movement

Published Online: Nov 22, 2021

Page range: 49 - 58

Received: Jun 17, 2021

Accepted: Sep 24, 2021

DOI: https://doi.org/10.2478/amns.2021.2.00088

Keywordsshort-term behaviour, human motion recognition, mathematical function model, wearable motion capture system

© 2021 Xuemei An et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
short-term behaviour, human motion recognition, mathematical function model, wearable motion capture system