Application of Adaptive Virtual Reality with AI-Enabled Techniques in Modern Sports Training

Abstract

Virtual reality technology has many characteristics, such as high immersion, dynamic interactive response, and multidimensional information digitization. These characteristics are needed by the combination of modern sports development and scientific and technological progress. The introduction of virtual reality technology into the field of sports will be conducive to the scientific training of sports competition and the digital research of technical theory and to the rapid development of modern sports. This paper constructs the framework of sports training based on virtual reality technology and designs a motion capture data algorithm based on behavior string, which successfully improves the advantages of virtual reality technology. In addition, the training experiment method is used to verify the effectiveness and superiority of the system, focusing on the high-school students learning tennis for the first time as the experimental object to study the differences in training effects between the traditional training method and the training method using virtual reality technology. The training effect of tennis is better than the traditional training method, and the difference is significant; the internal motivation of training psychology is better than the traditional training method, and the difference is significant. Compared with the traditional training method, this training method can stimulate students’ interest in training, improve students’ training effect, and promote students’ psychological internal motivation to continue training. This study provides useful enlightenment for the further application of virtual reality technology and in the modern sports training for various sports events.

Sensor fusion-based virtual reality for enhanced physical training

“…Besides, VR can enhance trainees' performance in archery and boxing. Zhang and Tsai (2021) 2021) introduced the virtual aRCheRy platform, a VR archery game. The platform was equipped with a pipeline using its own sensor fusion algorithms to analyze both spatial performance and motor behavior.…”

“…Besides, VR can enhance trainees’ performance in archery and boxing. Zhang and Tsai (2021) presented a sports training framework based on VR and a motion capture data algorithm. The training experiment results demonstrated that the VR training method could stimulate students’ interest in training, improve their training effect and promote their psychological internal motivation to continue training.…”

Decision support system for effective action recognition of track and field sports using ant colony optimization

“…It was found that the student was greatly impressed by the usage of the modern technique and his interest in tennis learning was enhanced. The study showed that based on virtual reality, a very effective and e cient training atmosphere can be developed for the training of new learners [22]. The aggression shown by the players during sports can result in some serious situations and can affect the quality of sports.…”