Spin Rate Measurements in Cricket Bowling Using Magnetometers
The ability to measure and classify spin has been of great interest to cricket organizations, coaches, and athletes. While video is common, an alternative approach is to use 3D motion capture analysis with reflective spheres, which changes the aerodynamics of the ball. An instrumented cricket ball h...
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doaj-08d9ec2bd0594b78ab8ea72099f18fb92020-11-25T03:30:18ZengMDPI AGProceedings2504-39002020-06-0149111110.3390/proceedings2020049011Spin Rate Measurements in Cricket Bowling Using MagnetometersAswath Kumar0Hugo G. Espinosa1Matthew Worsey2David V. Thiel3Griffith School of Engineering and Built Environment, Griffith University, Nathan Campus, Brisbane, QLD 4111, AustraliaGriffith School of Engineering and Built Environment, Griffith University, Nathan Campus, Brisbane, QLD 4111, AustraliaGriffith School of Engineering and Built Environment, Griffith University, Nathan Campus, Brisbane, QLD 4111, AustraliaGriffith School of Engineering and Built Environment, Griffith University, Nathan Campus, Brisbane, QLD 4111, AustraliaThe ability to measure and classify spin has been of great interest to cricket organizations, coaches, and athletes. While video is common, an alternative approach is to use 3D motion capture analysis with reflective spheres, which changes the aerodynamics of the ball. An instrumented cricket ball has proved to be effective in measuring high-speed spin rates using gyroscopes. In this study, an instrumented ball with a 3-axis accelerometer, 3-axis gyroscope, and 3-axis magnetometer located at the center mass of the ball was constructed. The spin rate was calculated using the magnetometer, and two spin types (off-spin and leg-spin) were classified. The sensor data was validated using motion capture. In addition, inertial measurement units (IMUs) mounted on the wrist and elbow of a wrist-spin and off-spin bowler were used to verify and validate the spin classification. The magnetometer can be effectively used in conjunction with conventional IMU sensors on the bowler’s arm to tailor training sessions by addressing deficiencies identified in a bowler’s spinning technique and to monitor their performance.https://www.mdpi.com/2504-3900/49/1/11cricketoff-spinleg-spininertial sensorsbowlingmagnetometer |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Aswath Kumar Hugo G. Espinosa Matthew Worsey David V. Thiel |
spellingShingle |
Aswath Kumar Hugo G. Espinosa Matthew Worsey David V. Thiel Spin Rate Measurements in Cricket Bowling Using Magnetometers Proceedings cricket off-spin leg-spin inertial sensors bowling magnetometer |
author_facet |
Aswath Kumar Hugo G. Espinosa Matthew Worsey David V. Thiel |
author_sort |
Aswath Kumar |
title |
Spin Rate Measurements in Cricket Bowling Using Magnetometers |
title_short |
Spin Rate Measurements in Cricket Bowling Using Magnetometers |
title_full |
Spin Rate Measurements in Cricket Bowling Using Magnetometers |
title_fullStr |
Spin Rate Measurements in Cricket Bowling Using Magnetometers |
title_full_unstemmed |
Spin Rate Measurements in Cricket Bowling Using Magnetometers |
title_sort |
spin rate measurements in cricket bowling using magnetometers |
publisher |
MDPI AG |
series |
Proceedings |
issn |
2504-3900 |
publishDate |
2020-06-01 |
description |
The ability to measure and classify spin has been of great interest to cricket organizations, coaches, and athletes. While video is common, an alternative approach is to use 3D motion capture analysis with reflective spheres, which changes the aerodynamics of the ball. An instrumented cricket ball has proved to be effective in measuring high-speed spin rates using gyroscopes. In this study, an instrumented ball with a 3-axis accelerometer, 3-axis gyroscope, and 3-axis magnetometer located at the center mass of the ball was constructed. The spin rate was calculated using the magnetometer, and two spin types (off-spin and leg-spin) were classified. The sensor data was validated using motion capture. In addition, inertial measurement units (IMUs) mounted on the wrist and elbow of a wrist-spin and off-spin bowler were used to verify and validate the spin classification. The magnetometer can be effectively used in conjunction with conventional IMU sensors on the bowler’s arm to tailor training sessions by addressing deficiencies identified in a bowler’s spinning technique and to monitor their performance. |
topic |
cricket off-spin leg-spin inertial sensors bowling magnetometer |
url |
https://www.mdpi.com/2504-3900/49/1/11 |
work_keys_str_mv |
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