Investigating the Knuckleball Effect in Soccer Using a Smart Ball and Training Machine
The term knuckleball in sporting jargon is used to describe a ball that has been launched with minimal spin, resulting in a trajectory that is erratic and unpredictable. This phenomenon was first observed in baseball (where the term originated) and has since been observed in other sports. While knuc...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-05-01
|
| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/22/11/3984 |
| _version_ | 1797491728652959744 |
|---|---|
| author | David Eager Karlos Ishac Shilei Zhou Imam Hossain |
| author_facet | David Eager Karlos Ishac Shilei Zhou Imam Hossain |
| author_sort | David Eager |
| collection | DOAJ |
| description | The term knuckleball in sporting jargon is used to describe a ball that has been launched with minimal spin, resulting in a trajectory that is erratic and unpredictable. This phenomenon was first observed in baseball (where the term originated) and has since been observed in other sports. While knuckleball has long fascinated the scientific community, the bulk of research has primarily focused on knuckleball as it occurs in baseball. Following the changes in the design of the soccer ball after the 2006 World Cup, knuckleball and ball aerodynamics were exploited by soccer players. This research examined the properties of a knuckleball in the sport of soccer. We designed and evaluated a system that could reproduce the knuckleball effect on soccer balls based on previous theories and characteristics outlined in our literature review. Our system is comprised of the Adidas miCoach Smart Ball, a companion smart phone app for data collection, a ball-launching machine with programmable functions, and a video-based tracking system and Tracker motion analysis software. The results from the testing showed that our system was successfully able to produce knuckleball behaviour on the football in a highly consistent manner. This verified the dynamic models of knuckleball that we outline. While a small portion of the data showed some lateral deviations (zig-zag trajectory), this erratic and unpredictable trajectory was much smaller in magnitude when compared to examples seen in professional games. The sensor data from the miCoach app and trajectory data from the Tracker motion analysis software, showed that the knuckleballs were consistently reproduced in-line with theoretical dynamics. |
| first_indexed | 2024-03-10T00:53:30Z |
| format | Article |
| id | doaj.art-16cfb33525ca435ca5f075429f97c4cf |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-10T00:53:30Z |
| publishDate | 2022-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-16cfb33525ca435ca5f075429f97c4cf2023-11-23T14:46:49ZengMDPI AGSensors1424-82202022-05-012211398410.3390/s22113984Investigating the Knuckleball Effect in Soccer Using a Smart Ball and Training MachineDavid Eager0Karlos Ishac1Shilei Zhou2Imam Hossain3School of Mechanical and Mechatronic Engineering, Faculty of Engineering and Information Technology, University of Technology Sydney, P.O. Box 123, Broadway, Sydney, NSW 2007, AustraliaSchool of Mechanical and Mechatronic Engineering, Faculty of Engineering and Information Technology, University of Technology Sydney, P.O. Box 123, Broadway, Sydney, NSW 2007, AustraliaSchool of Mechanical and Mechatronic Engineering, Faculty of Engineering and Information Technology, University of Technology Sydney, P.O. Box 123, Broadway, Sydney, NSW 2007, AustraliaSchool of Mechanical and Mechatronic Engineering, Faculty of Engineering and Information Technology, University of Technology Sydney, P.O. Box 123, Broadway, Sydney, NSW 2007, AustraliaThe term knuckleball in sporting jargon is used to describe a ball that has been launched with minimal spin, resulting in a trajectory that is erratic and unpredictable. This phenomenon was first observed in baseball (where the term originated) and has since been observed in other sports. While knuckleball has long fascinated the scientific community, the bulk of research has primarily focused on knuckleball as it occurs in baseball. Following the changes in the design of the soccer ball after the 2006 World Cup, knuckleball and ball aerodynamics were exploited by soccer players. This research examined the properties of a knuckleball in the sport of soccer. We designed and evaluated a system that could reproduce the knuckleball effect on soccer balls based on previous theories and characteristics outlined in our literature review. Our system is comprised of the Adidas miCoach Smart Ball, a companion smart phone app for data collection, a ball-launching machine with programmable functions, and a video-based tracking system and Tracker motion analysis software. The results from the testing showed that our system was successfully able to produce knuckleball behaviour on the football in a highly consistent manner. This verified the dynamic models of knuckleball that we outline. While a small portion of the data showed some lateral deviations (zig-zag trajectory), this erratic and unpredictable trajectory was much smaller in magnitude when compared to examples seen in professional games. The sensor data from the miCoach app and trajectory data from the Tracker motion analysis software, showed that the knuckleballs were consistently reproduced in-line with theoretical dynamics.https://www.mdpi.com/1424-8220/22/11/3984knuckleballsmart ballball sportsfootballsoccerAdidas |
| spellingShingle | David Eager Karlos Ishac Shilei Zhou Imam Hossain Investigating the Knuckleball Effect in Soccer Using a Smart Ball and Training Machine Sensors knuckleball smart ball ball sports football soccer Adidas |
| title | Investigating the Knuckleball Effect in Soccer Using a Smart Ball and Training Machine |
| title_full | Investigating the Knuckleball Effect in Soccer Using a Smart Ball and Training Machine |
| title_fullStr | Investigating the Knuckleball Effect in Soccer Using a Smart Ball and Training Machine |
| title_full_unstemmed | Investigating the Knuckleball Effect in Soccer Using a Smart Ball and Training Machine |
| title_short | Investigating the Knuckleball Effect in Soccer Using a Smart Ball and Training Machine |
| title_sort | investigating the knuckleball effect in soccer using a smart ball and training machine |
| topic | knuckleball smart ball ball sports football soccer Adidas |
| url | https://www.mdpi.com/1424-8220/22/11/3984 |
| work_keys_str_mv | AT davideager investigatingtheknuckleballeffectinsoccerusingasmartballandtrainingmachine AT karlosishac investigatingtheknuckleballeffectinsoccerusingasmartballandtrainingmachine AT shileizhou investigatingtheknuckleballeffectinsoccerusingasmartballandtrainingmachine AT imamhossain investigatingtheknuckleballeffectinsoccerusingasmartballandtrainingmachine |