图书简介
The use of technology within sport is well established, most professional sport teams engage with the use of Electronic Performance and Tracking Systems. This book is the first to offer a dep and structured examination of these technologies and how they are used in a team sport setting. The Use of Applied Technology in Team Sport describes and assists researchers, academics and professionals with understanding the methodology around applied technology in sport examining; what systems track players performance, who are the manufacturers that provide these systems. This new volume goes on to describe how to apply the systems and highlights the ways of reporting analysis information and helps the reader to know and understand the future avenues of research and development. The Use of Applied Technology in Team Sport is considered an essential guide for researchers, academics and students as well as professionals working in the areas of Applied Sport Science, Coaching, and subjects relating to Physiology, Biomechanics, Sports Engineering, Sports Technology and Performance Analysis in Sport.
Part I: Data Collection Technology 1. Standarization Of Electronic Performance and Tracking Systems Markel Rico-Gonzalez and Jose Pino-Ortega 2. Semi-Automatic Multiple Camera Systems Alejandro Bastida-Castillo, Jose Pino-Ortega, Markel Rico-Gonzalez and Carlos D. Gomez-Carmona 3. Global Navigation Satellite Systems Carlos D. Gomez-Carmona, Markel Rico-Gonzalez, Jose Pino-Ortega, and Alejandro Bastida-Castillo 4. Local Positioning Systems Filipe Manuel Clemente, Jose Pino-Ortega, Asier Los Arcos and Markel Rico-Gonzalez 5. Micromechanical Systems Carlos D. Gomez-Carmona, Markel Rico-Gonzalez, and Jose Pino-Ortega 6. Wearables for the Internal Workload Monitoring: Combined Hear Rate and Mechanical Sensors Daniel Rojas-Valverde Part II: Data Transmission 7. Data Acquisition And Transmission Amaia Mendez Zorrilla, Inigo Orue Saiz, Aritz Badiola Bengoa, and Julen Badiola Martinez 8. Real-Time Feedback: An Update Jose Pino-Ortega, Asier Los Arcos and Markel Rico-Gonzalez Part III: Data Processing: Performance Variables 9. Kinematical Variables Pedro Reche Soto, Jose Pino Ortega, and Luca Paolo Ardigo 10. Collective Tactical Variables Asier Gonzalez-Artetxe, and Asier Los Arcos 11. Neuromuscular Variables Carlos D. Gomez-Carmona, Jose Pino-Ortega and Markel Rico-Gonzalez 12. Physiological Variables - Training Impulse and Heart Rate Variability Fabio Yuzo Nakamura and Julio Alejandro Henriques da Costa 13. Multidimensional Variables Paulo Pereira, Bruno Goncalves, Jorge Bravo , Orlando Fernandes, and Hugo Folgado Part IV: Big Data and Reduction Techniques 14. Big Data Applied to Team Sport Athletes Performance Miguel Angel Casimiro, Jose Pino-Ortega, and Markel Rico-Gonzalez 15. Data Mining in Sports: The Case of Principal Component Analysis Daniel Rojas-Valverde, Markel Rico-Gonzalez, and Jose Pino-Ortega Part V: Computer Vision and Machine Learning 16. Computer Vision Arnold Baca 17. Machine Learning Arnold Baca
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