The Use of Applied Technology in Team Sport 1st Edition by José Pino-Ortega 9781000414578 1000414574

The Use of Applied Technology in Team Sport 1st Edition José Pino-Ortega – Ebook Instant Download/Delivery ISBN(s): 9781000414578, 1000414574

Product details:

• ISBN 10:1000414574
• ISBN 13: 9781000414578
• Author: José Pino-Ortega 

The Use of Applied Technology in Team Sport

Table contents:

Part I: Data Collection Technology
Chapter 1: Standardization of Electronic Performance and Tracking Systems
Introduction
Electronic Performance and Tracking Systems
International Match Standard (IMS)
FIFA’s Quality Certificate
Key Points
References
Chapter 2: Semi-Automatic Multiple Camera Systems
Introduction
Validity and Reliability
EPTS Performance Test Report
Manufacturer Characteristics
Lessons Learned and Concluding Remarks
References
Chapter 3: Global Navigation Satellite Systems
Introduction
Considerations of the Use of GNSS
Validity and Reliability
Manufacturers
EPTS Performance Test Report
Lessons Learned and Concluding Remarks
References
Chapter 4: Local Positioning Systems
Introduction
How the Data Are Calculated
Considerations of the Use of LPS
Validity and Reliability Based on Scientific Literature
EPTS Performance Test Report
Manufacturer Characteristics
Lessons Learned and Concluding Remarks
Reference
Chapter 5: Microelectromechanical Systems
Introduction
How Data Is Calculated
Accelerometer
Gyroscope
Magnetometer
Use of MEMs for Workload Quantification in Team Sports
Considerations of the Use of Accelerometers
Validity and Reliability of Accelerometers in Team Sports
Manufacturers of Tracking Systems or Inertial Devices with Accelerometers
Proposal of Assessment Protocols with Accelerometers
Lessons Learned and Concluding Remarks
References
Chapter 6: Wearables for Internal Workload Monitoring: Combined Heart Rate and Mechanical Sensors
Utility of Heart Rate Monitoring in Sport Analysis
New Technology for Heart Rate Monitoring
Validity and Reliability of Wearable Heart Rate Monitors
Combined Heart Rate and Mechanical Sensors
Trends and Future Challenges
Lessons Learned and Concluding Remarks
References
Part II: Data Transmission
Chapter 7: Data Acquisition and Transmission
Introduction
Data Transmission
Network Architectures
Local Positioning System (LPS)
Semi-Automatic Multiple-Camera Video Systems (VID)
Wireless Body Area Networks in Team Sports
Lesson Learned and Concluding Remarks
References
Chapter 8: Real-Time Feedback: An Update
Introduction
Real-Time Feedback
Methods
Data Sending from Device to a Laptop
Data Acquisition and Visualization
Technologies That Allow Real-Time Data
Real-Time Versus Post-Game Data
Lessons Learned and Concluding Remarks
References
Part III: Data Processing
Chapter 9: Kinematical Variables
Introduction
Classification and Definitions
Total Distance
Relative Distance
Speed Zones
Speed, High-Speed Running and Sprint
Acceleration/Deceleration
Metabolic Power and High Metabolic Load Distance
The Practical Applications of Collective Tactical Variables in Team Sports
Use of Kinematical Variables Across different Age Groups and Levels of Athletic Caliber
Use of Kinematical Variables in Training and Competition
Use of Kinematical Variables with Injuries
Use of Kinematical Variables and Fatigue
Concluding Remarks and Lessons Learned
References
Chapter 10: Collective Tactical Variables
Introduction
Classification and Definitions
Social Structure: A New Approach to Classify Collective Tactical Behavior
Practical Applications to Team Sports
Concluding Remarks and Lessons Learned
References
Chapter 11: Neuromuscular Variables
Introduction
Classification and Definitions
The Practical Applications of Neuromuscular Variables in Team Sports
Events or Peak Accelerometry-Based Demands
Accumulated Accelerometry-Based Demands
Body Location during Monitoring with Accelerometry-Based Variables
Neuromuscular Load and Its Relationship with Injury Risk
Concluding Remarks and Lessons Learned
References
Chapter 12: Physiological Variables: Training Impulse and Heart Rate Variability
Introduction
HRV
References
Chapter 13: Multidimensional Variables
Introduction
The Multidimensional Characteristics of Team Sports
Unidimensional vs Multidimensional Performance Indicators
Unidimensional Indicators
Physical Indicators
Tactical Indicators
Technical Indicators
Multidimensional Indicators
Data Collection and Integration
Data Collection
Data Integration
Applied Examples
Concluding Remarks and Lessons Learned
References
Part IV: Big Data and Reduction Techniques
Chapter 14: Big Data Applied to Team Sport Athletes’ Performance
Introduction
The General Concept of Big Data
The Use of Big Data Leads to Success?
Practical Applications of Big Data
Analysis to Improve Performance
Limitations of Big Data
Lesson Learned and Concluding Remarks
References
Chapter 15: Data Mining in Team Sports: Training Impulse and Heart Rate Variability
Team Sport Performance Analysis
New Technology for Data Collecting
Big Data Management and Data Mining in Sports
Principal Component Analysis in Data Mining
Methodological Considerations and Criteria for PCA
Pre-Analysis Procedures
Data Selection
Factorability of r
Suitability and Adequacy Testing
Data Standardization
Rotation Methods Selection
Factor Retention Criteria
Loading Retention Criteria
Quality Management of Results
Reporting and Visualization
Concluding Remarks and Lessons Learned
References
Part V: Computer Vision and Machine Learning
Chapter 16: Computer Vision
Fundamentals
Player Tracking
Ball and Hockey Puck Tracking
System Validation
Applications
References
Chapter 17: Machine Learning
Fundamentals
Overview on Data Categories
Positional and Video Data Analysis
Player and Performance Data Analysis
Results Prediction and Betting

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