Full Description
Sports Biomechanics: Theories, Examples, and Data Analysis provides mechanical theories, data-based examples, and step-by-step analyses in MATLAB to give a comprehensive understanding of the process of performing biomechanical analysis in sports. This book connects theories with the principle of data collection and offers specific data analysis techniques based on theories. It addresses the gaps among theories, raw data from various collection methods, different calculations to process raw data in MATLAB, and the extraction of variables of interest to quantify sports performance and injury risk. Sample raw data, videos, figures, and MATLAB scripts are provided along with theories to calculate key parameters in different sports events and sports-related movements. Readers are expected to replicate the data collection and data analyses listed in the book and translate the knowledge and skills to a different setting. While this book covers the data analyses in MATLAB, the programming skills can be related to other software with similar language environments and help readers ask questions and understand different parameters when using software performing automatic data processing.
Contents
1. Linear Algebra Review
2. Introduction to MATLAB and Pyton
3. Signal Processing and EMG Data Analyses
4. 2D Kinematics Theories
5. 2D Kinematics Example and Data Analyses
6. 2D Kinetics Theories
7. 2D Kinetics Example and Data Analysis
8. 3D Kinematics Theories
9. 3D Kinematics Example and Data Analysis
10. 3D Kinetic Theories
11. 3D Kinetics Example and Data Analysis
12: Other Technologies and Applications
