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

<p>In this study, a digital human model was constructed using virtual reality (VR) technology to simulate sports training to reduce injuries caused by improper training. A distance likelihood-based probabilistic model was developed to capture and reconstruct sports training movement data by incorporating computer techniques to improve the quality of data capture. In addition, the study created an adaptive graph convolutional neural network to recognize the same movement under different viewpoints. Through experiments in taekwondo double flying kick training, it was demonstrated that the virtual simulation model could significantly improve the training effect, and the experimental group’s performance of high horizontal kick and double flying kick enhanced by 21.73% and 85.21%, respectively. Applying VR technology to sports training can not only avoid injuries but also significantly improve the training effect.</p>
</abstract>

In this study, a digital human model was constructed using virtual reality (VR) technology to simulate sports training to reduce injuries caused by improper training. A distance likelihood-based probabilistic model was developed to capture and reconstruct sports training movement data by incorporating computer techniques to improve the quality of data capture. In addition, the study created an adaptive graph convolutional neural network to recognize the same movement under different viewpoints. Through experiments in taekwondo double flying kick training, it was demonstrated that the virtual simulation model could significantly improve the training effect, and the experimental group’s performance of high horizontal kick and double flying kick enhanced by 21.73% and 85.21%, respectively. Applying VR technology to sports training can not only avoid injuries but also significantly improve the training effect.

Application of VR technology in sports training in colleges and universities

Applied Mathematics and Nonlinear Sciences

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

{"article-title":"Application of VR technology in sports training in colleges and universities"}

In this study, a digital human model was constructed using virtual reality (VR) technology to simulate sports training to reduce injuries caused by improper...

Application of VR technology in sports training in colleges and universities

Published Online: Feb 26, 2024

Page range: -

Received: Jan 02, 2024

Accepted: Jan 09, 2024

DOI: https://doi.org/10.2478/amns-2024-0330

Keywords
VR technology, Distance likelihood, Adaptive graph convolution, Motion capture, Sports training

© 2024 Bo Liu et al., published by Sciendo

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

Application of VR technology in sports training in colleges and universities

Published Online: Feb 26, 2024

Page range: -

Received: Jan 02, 2024

Accepted: Jan 09, 2024

DOI: https://doi.org/10.2478/amns-2024-0330

KeywordsVR technology, Distance likelihood, Adaptive graph convolution, Motion capture, Sports training

© 2024 Bo Liu et al., published by Sciendo

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

Keywords
VR technology, Distance likelihood, Adaptive graph convolution, Motion capture, Sports training