Skip to main content
Erschienen in: Optical and Quantum Electronics 4/2024

01.04.2024

Design of a real-time health monitoring and prediction system for table tennis players based on optical detection sensor networks

verfasst von: Liu Dehua

Erschienen in: Optical and Quantum Electronics | Ausgabe 4/2024

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With the popularization and development of table tennis, the demand for health management and exercise status monitoring of table tennis players is increasing day by day. However, most of the current table tennis player health monitoring systems are based on traditional sensor technology, which has problems of complexity and high maintenance cost. The aim of this study is to design a real-time health monitoring and prediction system for table tennis players based on optical sensor network. In this study, optical sensors were used as monitoring means to measure the temperature, heart rate and movement posture of table tennis players, and to analyze the changes of physiological parameters of table tennis players in different training environments. At the same time, the optical detection sensor network is designed and implemented for real-time monitoring and data collection of table tennis players. Through experiments and data analysis, the system can accurately and real-time monitor and predict the health status of table tennis players. The system can detect the fatigue level, abnormal heart rate and wrong posture of table tennis players in time, and provide corresponding warnings and suggestions.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Abdulkarem, M., Samsudin, K., Rokhani, F.Z., Rasid, M.F.A.: Wireless sensor network for structural health monitoring: a contemporary review of technologies, challenges, and future direction. Struct. Health Monit. 19(3), 693–735 (2020)CrossRef Abdulkarem, M., Samsudin, K., Rokhani, F.Z., Rasid, M.F.A.: Wireless sensor network for structural health monitoring: a contemporary review of technologies, challenges, and future direction. Struct. Health Monit. 19(3), 693–735 (2020)CrossRef
Zurück zum Zitat Anisimov, V.I., Gridin, V.N., Vasil’ev, S.A.: Methods of creation of a circuitry cad using the service-oriented approach on the basis of the WebSocket protocol. Sistemy i Sredstva Informatiki [Syst. Means Inform.] 26(2), 136–146 (2016) Anisimov, V.I., Gridin, V.N., Vasil’ev, S.A.: Methods of creation of a circuitry cad using the service-oriented approach on the basis of the WebSocket protocol. Sistemy i Sredstva Informatiki [Syst. Means Inform.] 26(2), 136–146 (2016)
Zurück zum Zitat Gordan, M., Sabbagh-Yazdi, S.R., Ismail, Z., Ghaedi, K., Carroll, P., McCrum, D., Samali, B.: State-of-the-art review on advancements of data mining in structural health monitoring. Measurement 193, 110939–110945 (2022)CrossRef Gordan, M., Sabbagh-Yazdi, S.R., Ismail, Z., Ghaedi, K., Carroll, P., McCrum, D., Samali, B.: State-of-the-art review on advancements of data mining in structural health monitoring. Measurement 193, 110939–110945 (2022)CrossRef
Zurück zum Zitat Ji, Y.F., Zhang, J.W., Shi, Z.H., Liu, M.H., Ren, J.: Research on real-time tracking of table tennis ball based on machine learning with low-speed camera. Syst. Sci. Control Eng. 6(1), 71–79 (2018)CrossRef Ji, Y.F., Zhang, J.W., Shi, Z.H., Liu, M.H., Ren, J.: Research on real-time tracking of table tennis ball based on machine learning with low-speed camera. Syst. Sci. Control Eng. 6(1), 71–79 (2018)CrossRef
Zurück zum Zitat Li, Z.: Design of ordering system based on spring boot framework. Int. Core J. Eng. 8(5), 579–588 (2022)MathSciNet Li, Z.: Design of ordering system based on spring boot framework. Int. Core J. Eng. 8(5), 579–588 (2022)MathSciNet
Zurück zum Zitat Li, K., Wang, J., Qi, D.: An intelligent warning method for diagnosing underwater structural damage. Algorithms 12(9), 183–190 (2019)CrossRef Li, K., Wang, J., Qi, D.: An intelligent warning method for diagnosing underwater structural damage. Algorithms 12(9), 183–190 (2019)CrossRef
Zurück zum Zitat Mansoor, U., Kessentini, M., Wimmer, M., Deb, K.: Multi-view refactoring of class and activity diagrams using a multi-objective evolutionary algorithm. Softw. Qual. J. 25, 473–501 (2017)CrossRef Mansoor, U., Kessentini, M., Wimmer, M., Deb, K.: Multi-view refactoring of class and activity diagrams using a multi-objective evolutionary algorithm. Softw. Qual. J. 25, 473–501 (2017)CrossRef
Zurück zum Zitat O’Shea, M., Murphy, J.: Design of a BIM integrated structural health monitoring system for a historic offshore lighthouse. Buildings 10(7), 131–136 (2020)CrossRef O’Shea, M., Murphy, J.: Design of a BIM integrated structural health monitoring system for a historic offshore lighthouse. Buildings 10(7), 131–136 (2020)CrossRef
Zurück zum Zitat Ometov, A., Shubina, V., Klus, L., et al.: A survey on wearable technology: history, state-of-the-art and current challenges. Comput. Netw. 193, 108074–108079 (2021)CrossRef Ometov, A., Shubina, V., Klus, L., et al.: A survey on wearable technology: history, state-of-the-art and current challenges. Comput. Netw. 193, 108074–108079 (2021)CrossRef
Zurück zum Zitat Wang, P., Zhang, Q., Jin, Y., Ru, F.: Studies and simulations on the flight trajectories of spinning table tennis ball via high-speed camera vision tracking system. Proc. Inst. Mech. Eng. Part P: J. Sports Eng. Technol. 233(2), 210–226 (2019) Wang, P., Zhang, Q., Jin, Y., Ru, F.: Studies and simulations on the flight trajectories of spinning table tennis ball via high-speed camera vision tracking system. Proc. Inst. Mech. Eng. Part P: J. Sports Eng. Technol. 233(2), 210–226 (2019)
Zurück zum Zitat Wang, X., Xu, Z., Sun, Y., Zheng, J., Zhang, C., Duan, Z.: Construction of multi-factor identification model for real-time monitoring and early warning of mine water inrush. Int. J. Min. Sci. Technol. 31(5), 853–866 (2021)CrossRef Wang, X., Xu, Z., Sun, Y., Zheng, J., Zhang, C., Duan, Z.: Construction of multi-factor identification model for real-time monitoring and early warning of mine water inrush. Int. J. Min. Sci. Technol. 31(5), 853–866 (2021)CrossRef
Zurück zum Zitat Ye, C., Wang, O., Liu, M., et al.: A real-time early warning system for monitoring inpatient mortality risk: prospective study using electronic medical record data. J. Med. Internet Res. 21(7), e13719–e13725 (2019)CrossRefPubMedPubMedCentral Ye, C., Wang, O., Liu, M., et al.: A real-time early warning system for monitoring inpatient mortality risk: prospective study using electronic medical record data. J. Med. Internet Res. 21(7), e13719–e13725 (2019)CrossRefPubMedPubMedCentral
Zurück zum Zitat Zhang, D., Zhu, D., Zhao, T.: Big data monitoring of sports health based on microcomputer processing and BP neural network. Microprocess. Microsyst. 82, 103939–103942 (2021a)CrossRef Zhang, D., Zhu, D., Zhao, T.: Big data monitoring of sports health based on microcomputer processing and BP neural network. Microprocess. Microsyst. 82, 103939–103942 (2021a)CrossRef
Zurück zum Zitat Zhang, F., Sun, G., Zheng, B., Dong, L.: Design and implementation of energy management system based on spring boot framework. Information 12(11), 457–462 (2021b)CrossRef Zhang, F., Sun, G., Zheng, B., Dong, L.: Design and implementation of energy management system based on spring boot framework. Information 12(11), 457–462 (2021b)CrossRef
Metadaten
Titel
Design of a real-time health monitoring and prediction system for table tennis players based on optical detection sensor networks
verfasst von
Liu Dehua
Publikationsdatum
01.04.2024
Verlag
Springer US
Erschienen in
Optical and Quantum Electronics / Ausgabe 4/2024
Print ISSN: 0306-8919
Elektronische ISSN: 1572-817X
DOI
https://doi.org/10.1007/s11082-023-06254-x

Weitere Artikel der Ausgabe 4/2024

Optical and Quantum Electronics 4/2024 Zur Ausgabe

Neuer Inhalt