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Optimisation Strategies and Mathematical Modelling of the Path to Improvement of Students’ Physical Fitness Levels in Higher Education Physical Education

Yage Yang

Yage Yang

Sports College, Sias UniversityXinzheng, China
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Yang, Yage
  
03 feb 2025
Optimisation Strategies and Mathematical Modelling of the Path to Improvement of Students’ Physical Fitness Levels in Higher Education Physical Education's Cover Image
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Publicado en línea: 03 feb 2025
Recibido: 25 sept 2024
Aceptado: 06 ene 2025
DOI: https://doi.org/10.2478/amns-2025-0015
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© 2025 Yage Yang, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

Physical training dynamic monitoring framework
Physical training dynamic monitoring framework

Figure 2.

Muscle electrical signal feature extraction results
Muscle electrical signal feature extraction results

Figure 3.

Feature value extraction comparison results
Feature value extraction comparison results

Figure 4.

The loss function curve of the model changes
The loss function curve of the model changes

Figure 5.

Students’ ability to test physical training
Students’ ability to test physical training

Figure 6.

The physical training monitors the RMSE results
The physical training monitors the RMSE results
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Temas de la revista:
Ciencias de la vida, Ciencias de la vida, otros, Matemáticas, Matemáticas aplicadas, Matemáticas generales, Física, Física, otros
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