Multi-Dimensional Data Collection and Analysis Algorithm of EEG Based on Positive Mental Quality Model

In this paper, the metal electrodes of the brain wave acquisition module are used to sense the bioelectric signals at the forehead and earlobe to analyze the brain waves , and other five waves, and then obtain information such as concentration and relaxation.The data is transmitted to the ARMCortex-M4 processor through the wireless Bluetooth module, and the threshold filtering algorithm is used to filter and denoise.Based on the theory of positive psychology, construct a structural model of the positive qualities of college students.In a survey involving 7059 participants, we confirmed 96 positive qualities.On the basis of the above investigation, combined with the existing personality theory, a structural equation model with 13 latent variables was established.Later, based on the established model, various factors of positive quality were explained and possible ways to improve the positive quality of college students were explored.

Publication Details

Journal
International Journal of Science and Engineering Applications
Published
2024-12-11
DOI
https://doi.org/10.7753/ijsea1312.1008
Primary Topic
Emotional Intelligence and Performance
Type
article
Field-Weighted Citation Impact
0.00
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article

Multi-Dimensional Data Collection and Analysis Algorithm of EEG Based on Positive Mental Quality Model

International Journal of Science and Engineering Applications
Emotional Intelligence and Performance
article

Multi-Dimensional Data Collection and Analysis Algorithm of EEG Based on Positive Mental Quality Model

article en

Abstract

In this paper, the metal electrodes of the brain wave acquisition module are used to sense the bioelectric signals at the forehead and earlobe to analyze the brain waves , and other five waves, and then obtain information such as concentration and relaxation.The data is transmitted to the ARMCortex-M4 processor through the wireless Bluetooth module, and the threshold filtering algorithm is used to filter and denoise.Based on the theory of positive psychology, construct a structural model of the positive qualities of college students.In a survey involving 7059 participants, we confirmed 96 positive qualities.On the basis of the above investigation, combined with the existing personality theory, a structural equation model with 13 latent variables was established.Later, based on the established model, various factors of positive quality were explained and possible ways to improve the positive quality of college students were explored.

International Journal of Science and Engineering Applications
Openalex Percentile: Top 70%
Emotional Intelligence and Performance
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