Title :
Strap and row: Rowing technique analysis based on inertial measurement units implemented in mobile phones
Author :
Gravenhorst, F. ; Muaremi, Amir ; Kottmann, Franz ; Troster, G. ; Sigrist, Roland ; Gerig, Nicolas ; Draper, Conny
Author_Institution :
Wearable Comput. Lab., ETH Zurich, Zürich, Switzerland
Abstract :
The length of a rowing stroke is an important performance metric for athletes and coaches. Accurate measurements are possible with optical or mechanical systems, which require significant setup effort. This work presents a new approach using a smart phone as a sensor device that is strapped to the oar. Two algorithms are introduced to calculate stroke lengths from the raw phone sensor data. The performance of each algorithm is evaluated by comparing the results to a mechanical reference system. Data was recorded during a single-user study performed on a rowing simulator. The best algorithm showed an average stroke length error of 7.64° ± 2.95°.
Keywords :
smart phones; sport; inertial measurement unit; mobile phones; rowing technique analysis; sensor device; smart phone; stroke lengths; Algorithm design and analysis; Angular velocity; Blades; Boats; Gyroscopes; Smart phones; gyroscope; inertial measurment unit; phone sensing; rowing technique; smart phone; stroke length;
Conference_Titel :
Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2014 IEEE Ninth International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4799-2842-2
DOI :
10.1109/ISSNIP.2014.6827677