Healthcare Sensor Networks

14

Sensors, Monitoring and Model-Based Data Analysis in Sports, Exercise and Rehabilitation

Jurgen Perl, Daniel Memmert, Arnold Baca, Stefan Endler, Andreas Grunz, Mirjam Rebel, and Andrea Schmidt

CONTENTS

Introduction

Data Monitoring

Position-Detection Sensors and Devices

Motion-Detection Sensors and Devices

Force Sensors

Physiological Sensors and Devices

Sensor Networks for Monitoring Physical Activity

Model-Based Simulation

Neural Network–Based Process Analysis

Neural Network–Based Motor Analysis

Neural Network–Based Analysis of Game Tactics

Net-Based Analysis of Rehabilitation Processes

Case Study

Conclusion and Outlook

References

Introduction

During the last 20 years, computer-based data analysis has become a central task in sports, ...