Performance Analysis in Team Sports

Third party funded individual grant


Start date : 01.06.2017

End date : 31.05.2023


Project details

Short description

Performance Analysis in team sports is an emerging field in computer science. In Europe's leagues, a large amount of data is recorded during the season. Based on methods of machine learning and signal processing an automated, fast and accurate analysis of soccer is possible.

In this project, the performance of a single player and the behavior of the whole team (e.g. tactics) is calculated based on position and inertial sensor data.

Scientific Abstract

Performance Analysis in team sports is an emerging field in computer science. In Europe's leagues, a large amount of data is recorded during the season. Based on methods of machine learning and signal processing an automated, fast and accurate analysis of matches is possible.

In this project, the performance of a single player and the behavior of the whole team (e.g. tactics) is calculated based on position and inertial sensor data.

Involved:

Contributing FAU Organisations:

Funding Source