Brain-Machine Interface Training System of Motor Imagery Based on Virtual Reality

Pan, Xiaoxia

doi:10.14704/nq.2018.16.6.1639

Cited by 2 publications

(2 citation statements)

References 5 publications

(5 reference statements)

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“…According to the problems existing in the current sports training system based on virtual reality, the motion capture technology is introduced into the human motion posture simulation and analysis system [16]. e data of the files obtained by motion capture are analysed by the least square method, and the results are applied to the simulation system, which will help to solve many problems and deficiencies in the human motion posture simulation system [17,18]. For the research work of using motion capture technology to obtain data and extract human motion posture parameters, the development of this system is completed with the support of Bessel curve theory.…”

Section: Structure and Design Of Sport Trainingmentioning

confidence: 99%

“…In order to improve the accuracy of human motion capture data, the system integrates the data of two Kinect devices [18,19] and adopts the client-server mode, and each device is connected with the corresponding client PC. Two client computers use SDK to obtain skeleton data and send it to server-side PC through local Ethernet.…”

Section: Overall Design Of Whole Body Motion Capture Systemmentioning

confidence: 99%

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

Zhang

Tsai

2021

Mobile Information Systems

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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.

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Section: Structure and Design Of Sport Trainingmentioning

confidence: 99%

Section: Overall Design Of Whole Body Motion Capture Systemmentioning

confidence: 99%