Construction of college student’s volleyball functional physical training system based on 5G embedded analysis from the perspective of biomechanics
Abstract
In volleyball, the movement and performance of athletes are closely related to biomechanical principles. The process of getting the ball beyond the opponent’s net and landing on the court involves complex biomechanical actions such as jumping, spiking, and blocking. These actions require appropriate muscle activation, joint movement, and force generation. Through a 5G embedded physical training system, college students’ biomechanical performance in volleyball can be effectively monitored and analyzed. For example, the Wireless Sensor Network (WSN) can be used to measure the forces exerted on the body during movements, such as the impact force on the fingers during spiking and blocking, and the stress on the lower back. By analyzing these biomechanical data, problems such as finger injuries and lower back pain can be better understood and addressed. Moreover, the 5G embedded system allows for a detailed analysis of the biomechanical characteristics of different teams and players, enabling coaches and athletes to optimize training strategies. The system can also provide visual feedback on biomechanical parameters, which helps students improve their overall coordination and muscle strength. By incorporating biomechanical analysis into the volleyball physical training system, students can better understand the scientific basis of their movements and improve their performance. Statistical analysis has been carried out effectively based on the study analysis with the existing open-source datasets, providing a quantitative basis for biomechanical research and training optimization.
References
1. Trajković, N., Sporiš, G., Krističević, T., & Bogataj, Š. (2020). Effects of small-sided recreational Volleyball on health markers and physical fitness in middle-aged men. International journal of environmental research and public health, 17(9), 3021.
2. Soylu, Ç., Altundağ, E., Akarçeşme, C., & Ün Yildirim, N. (2020). The relationship between isokinetic knee flexion and extension muscle strength, jump performance, dynamic balance and injury risk in female volleyball players. 11(9), 834-840.
3. Boichuk, R. O. M. A. N., Iermakov, S. E. R. G. I. I., Vintoniak, O. L. E. H., Hrabchuk, A. N. D. R. I. I., & Bieliavskyi, I. H. O. R. (2020). Influence of psychophysiological factors on the effectiveness of competitive activity of volleyball players (girls) aged 16 to 18. J. Phys. Educ. Sport, 20, 2392-2399.
4. Alawna, M., & Mohamed, A. A. (2020). Short-term and long-term effects of ankle joint taping and bandaging on balance, proprioception, and vertical jump among volleyball players with chronic ankle instability. Physical Therapy in Sport, 46, 145-154.
5. Sung, S., Lee, P., Hsieh, C., & Zheng, W. (2020). Medication Use and the Risk of Newly Diagnosed Diabetes in Patients with Epilepsy: A Data Mining Application on a Healthcare Database. Journal of Organizational and End User Computing (JOEUC), 32(2), 93-108.
6. Majstorović, N., Dopsaj, M., Grbić, V., Savić, Z., Vićentijević, A., Aničić, Z., ... & Nešić, G. (2020). Isometric strength in volleyball players of different age: A multidimensional model. Applied Sciences, 10(12), 4107.
7. Cheng, J. (2021). Evaluation of physical education teaching based on web-embedded system and virtual reality. Microprocessors and Microsystems, 83, 103980.
8. Andrieieva, O., Yarmak, O., Palchuk, M., Hauriak, O., Dotsyuk, L., Gorashchenco, A., ... & Galan, I. (2020). Monitoring the morphological and functional state of students during the transition from middle to high school during the physical education process. Journal of Physical Education and Sport, 20(1), 2110-2117.
9. Bae, K. Y. (2020). Effect of Volleyball Program on Physical Fitness and Attention Concentration of Middle School Students with Intellectual Disabilities. Journal of Digital Convergence, 18(2), 175-182.
10. Podrihalo, O., Savina, S., Podrigalo, L., Iermakov, S., Jagiełło, W., Rydzik, Ł., & Błach, W. (2020). Influence of Health Related Fitness on the Morphofunctional Condition of Second Mature Aged Women. International Journal of Environmental Research and Public Health, 17(22), 8465.
11. Glazkova, G., Mamonova, O., Gracheva, D., & Pukhovskaya, M. (2020). Social aspects of physical education of students with deviations in health status. Journal of Physical Education and Sport, 20(5), 2545-2553.
12. Wang, Y. (2021). 5G Network for embedded web medical system and nursing intervention after cardiovascular intervention in hospital. Microprocessors and Microsystems, 82, 103866.
13. Arsova, R. (2020). Analysis of the indications of the special force with young volleyball players. Trakia Journal of Sciences, 18(Suppl 1), 736-740.
14. Li, Z. (2020). Prevention of Wrist Joint Injury in Volleyball Training and Clinical Treatment of Traditional Surgical Methods after Injury. Investigación Clínica, 61(1), 474-483.
15. Griban, G., Skoruy, O., Pantielieiev, K., Brytan, Y., Tymchyk, M., Kharchenko, N., ... & Mozolev, O. (2020). Influence of Physical Education Classes on the Level of Health and Fitness Competencies of Students. International Journal of Applied Exercise Physiology, 9(12), 107-118.
16. Mir, N. А. (2020). Compаrаtive study of heаlth relаted physicаl fitness of college-level students of volleybаll аnd footbаll plаyers. International Journal of Physical Education, Sports and Health, 7(6), 222-224.
17. Moshenska, T., & Petrov, D. (2020). Improving the physical qualities of volleyball players using aerobics at the stage of specialized basic training. Slobozhanskyi herald of science and sport, 8(1), 50-53.
18. Chu, P., Li, L., & Guan, Y. (2020, December). Design of Networked Volleyball Distance Teaching System Based on Big Data Mining. In Proceedings of the e Second International Symposium on Management and Social Sciences (ISMSS 2020) (pp. 295-304).
19. Castagna, C., Krustrup, P., & Póvoas, S. (2020). Cardiovascular fitness and health effects of various types of team sports for adult and elderly inactive individuals-a brief narrative review. Progress in cardiovascular diseases, 63(6), 709-722.
20. Yang, J., & Lv, W. (2020). Optimization of sports training systems based on wireless sensor networks algorithms. IEEE Sensors Journal, 21(22), 25075-25082.
21. Liu, L. (2021). Construction of youth public sports service system based on embedded system and wireless IoT. Microprocessors and Microsystems, 83, 103984.
22. Li, X., Wang, J. & Yang, C. (2023). Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy. Neural Comput & Applic 35, 2045–2058.
23. da Silva, A. M., Gustavo, S. G., & de Medeiros, F. P. A. (2021, June). A Review on Augmented Reality Applied to Sports. In 2021 16th Iberian Conference on Information Systems and Technologies (CISTI) (pp. 1-6). IEEE.
24. AYYILDIZ DURHAN, T. E. B. E. S. S. Ü. M. (2020). The effect of leisure literacy on leisure exercise in university students. International Journal of Educational Methodology, 6(2).
25. Nasuka, N. (2020, February). The Anthropometric Profile and Motor Skill of Men Elite Volleyball Players. In 4th International Conference on Sport Science, Health, and Physical Education (ICSSHPE 2019) (pp. 34-37). Atlantis Press.
26. Backman, E., & Barker, D. M. (2020). Re-thinking pedagogical content knowledge for physical education teachers–implications for physical education teacher education. Physical Education and Sport Pedagogy, 25(5), 451-463.
27. Restuccia, F., & Melodia, T. (2020). Deep learning at the physical layer: system challenges and applications to 5G and beyond. IEEE Communications Magazine, 58(10), 58-64.
28. Arikan, N. (2020). Effect of Sport Education Model-Based Social-Emotional Learning Program on Emotional Intelligence. International Education Studies, 13(4), 41-53.
29. Syafei, M., Budi, D. R., Listiandi, A. D., Festiawan, R., Kusnandar, K., Nurcahyo, P. J., ... & Qohhar, W. (2020). Functional Movement Screening: An early detection of the student injury risk in sport class. Jurnal Pendidikan Jasmani Dan Olahraga, 5(2), 182-191.
30. García-González, L., Abós, Á., Diloy-Peña, S., Gil-Arias, A., & Sevil-Serrano, J. (2020). Can hybrid sports education/teaching games for understanding volleyball units be more effective in less motivated students? An examination of a set of motivation-related variables. Sustainability, 12(15), 6170.
31. Shalaby, M. N., & Fadl, M. A. (2020). Relative indicators and predicative ability of some biological variables on cardiac neural activity for volleyball players. Systematic Reviews in Pharmacy, 11(9), 834-840.
32. Clemente, F. M., Silva, A. F., Clark, C. C., Conte, D., Ribeiro, J., Mendes, B., & Lima, R. (2020). Analyzing the seasonal changes and relationships in training load and wellness in elite volleyball players. International Journal of Sports Physiology and Performance, 15(5), 731-740.
33. Song, Q., & Liu, J. (2021, January). Algorithm of Modern Information Technology Applications and Data Fusion in Volleyball Teaching of College Sports. In 2021 International Conference on Information Technology and Contemporary Sports (TCS) (pp. 423-426). IEEE.
34. Prieur, J., Le Du, G., Stomp, M., Barbu, S., & Blois-Heulin, C. (2020). Human laterality for manipulation and gestural communication: A study of beach-volleyball players during the Olympic Games. Laterality, 25(2), 229-254.
35. Farzami, A., & Anbarian, M. (2020). The effects of fatigue on plantar pressure and balance in adolescent volleyball players with and without a history of unilateral ankle injury. Science & Sports, 35(1), 29-36.
36. Yerlan, S., Iosif, A., Bauyrzhan, Z., Dinara, Z., & Mart, A. (2020). Planning efficiency of athletic preparations of highly qualified volleyball players in annual macro-cycle. Journal of Physical Education and Sport, 20(1), 262-266.
37. Rostami, A., Letafatkar, A., Gokeler, A., & Tazji, M. K. (2020). The effects of instruction exercises on performance and kinetic factors associated with lower-extremity injury in landing after volleyball blocks. Journal of Sport Rehabilitation, 29(1), 51-64.
38. Adam Vagnar. (2020). Beach Volleyball. Available online: https://www.kaggle.com/datasets/jessemostipak/beach-volleyball (accessed on 1 July 2024).
Copyright (c) 2024 Xiaoxia Shang, Jinliang Zhao, Cuifeng Gu
This work is licensed under a Creative Commons Attribution 4.0 International License.
Copyright on all articles published in this journal is retained by the author(s), while the author(s) grant the publisher as the original publisher to publish the article.
Articles published in this journal are licensed under a Creative Commons Attribution 4.0 International, which means they can be shared, adapted and distributed provided that the original published version is cited.