DocumentCode
1919085
Title
Calculate Golf Swing Trajectories from IMU Sensing Data
Author
Huang, Yi-Chen ; Chen, Tsung-Long ; Chiu, Bo-Chun ; Yi, Chih-Wei ; Chung-Wei Lin ; Yu-Jung Yeh ; Kuo, Lun-Chia
Author_Institution
Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fYear
2012
fDate
10-13 Sept. 2012
Firstpage
505
Lastpage
513
Abstract
In the process of sport learning, learners spend a lot of time on practicing in order to develop correct action habit. Take golf practice as an example. Without the supervising of coaches, novices may keep practicing wrong swing actions, and that will cost more time later on to correct the wrong habit. It would be helpful to let learners can be aware of incorrect swing actions in self-training. In this work, we propose an IMU-based solution to help learners by allowing them to review their swing trajectories and also learn key features of the swings. In the proposed system, an IMU composed of an accelerometer, a magnetometer and a gyroscope is installed on the golf club to collect inertial motion data. From the collected data, swing trajectories can be calculated and swing features can also be extracted.
Keywords
gyroscopes; learning (artificial intelligence); magnetometers; sport; training; IMU sensing data; golf practice; golf swing trajectories; gyroscope; magnetometer; sport learning; training; Calibration; Gyroscopes; Magnetometers; Mathematical model; Sports equipment; Trajectory; Vectors; Euler angle; Golf swing; IMU; coordinate transformation; sport training;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel Processing Workshops (ICPPW), 2012 41st International Conference on
Conference_Location
Pittsburgh, PA
ISSN
1530-2016
Print_ISBN
978-1-4673-2509-7
Type
conf
DOI
10.1109/ICPPW.2012.69
Filename
6337519
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