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.
Table of Contents
Part I: Data Collection Technology
1. Standarization Of Electronic Performance and Tracking Systems
Markel Rico-González and José Pino-Ortega
2. Semi-Automatic Multiple Camera Systems
Alejandro Bastida-Castillo, José Pino-Ortega, Markel Rico-González and Carlos D. Gómez-Carmona
3. Global Navigation Satellite Systems
Carlos D. Gómez-Carmona,
Markel Rico-González, José Pino-Ortega, and Alejandro Bastida-Castillo
4. Local Positioning Systems
Filipe Manuel Clemente, José Pino-Ortega, Asier Los Arcos and Markel Rico-González
5. Micromechanical Systems
Carlos D. Gómez-Carmona, Markel Rico-González, and José Pino-Ortega
6. Wearables for the Internal Workload Monitoring: Combined Hear Rate and Mechanical Sensors
Part II: Data Transmission
7. Data Acquisition And Transmission
Amaia Méndez Zorrilla, Iñigo Orue Saiz, Aritz Badiola Bengoa, and Julen Badiola Martínez
8. Real-Time Feedback: An Update
José Pino-Ortega, Asier Los Arcos and Markel Rico-González
Part III: Data Processing: Performance Variables
9. Kinematical Variables
Pedro Reche Soto, José Pino Ortega, and Luca Paolo Ardigò
10. Collective Tactical Variables
Asier González-Artetxe, and Asier Los Arcos
11. Neuromuscular Variables
Carlos D. Gómez-Carmona, José Pino-Ortega and Markel Rico-González
12. Physiological Variables – Training Impulse and Heart Rate Variability
Fabio Yuzo Nakamura and Júlio Alejandro Henriques da Costa
13. Multidimensional Variables
Paulo Pereira, Bruno Gonçalves, Jorge Bravo , Orlando Fernandes, and Hugo Folgado
Part IV: Big Data and Reduction Techniques
14. Big Data Applied to Team Sport Athletes´ Performance
Miguel Ángel Casimiro, José Pino-Ortega, and Markel Rico-González
15. Data Mining in Sports: The Case of Principal Component Analysis
Daniel Rojas-Valverde, Markel Rico-González, and José Pino-Ortega
Part V: Computer Vision and Machine Learning
16. Computer Vision
17. Machine Learning
Markel Rico-González is a researcher of both University of Basque Country, Spain and BIOVETMED & SPORTSCI Research group from University of Murcia, Spain. He has a Ph.D. in Sport Sciences—Collective tactical behavior and Applied technology in Faculty of Education and Sport from University of Basque Country.
José Pino-Ortega is Titular Professor in University of Murcia, Spain and researcher of the BIOVETMED & SPORTSCI Research group from the same university. He has a Ph.D. in Sport Sciences—Applied technology to Sport in Faculty of Sport Science from University of Murcia, Spain.