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AN OPTIMIZATION STUDY ON THE SUCCESS OF THE 3-POINT SHOOTING IN BASKETBALL

Year 2023, Volume: 11 Issue: 4, 1270 - 1281, 30.12.2023
https://doi.org/10.21923/jesd.1181476

Abstract

A successful shot in basketball is critical to winning a game. Especially, the shot from the 3-point line both scores more points compared to other shots and draws the fans into the game more. The success of the 3-point shooting (3PS) depends on many factors, including the release height of the ball, jump height and physical characteristic. These parameters must be optimally adjusted for a successful shot. The aim of this study is to find the appropriate velocity and angles for a successful 3PS by combining the ball release parameters. For the optimization, the design parameters, and the distance of the ball to the basket were defined as input and output variables to the Adams/View Insight module, respectively. While the velocity and angle input values were taken in accordance with the literature studies, the release height of the ball was calculated depending on the height, jump height and joint angles of the player. The optimization results reveal what the appropriate angle and velocity values should be for players having different heights for a successful 3PS. It should be emphasized that this study has been put forward to bring a different interpretation to basketball with an engineering approach.

References

  • ADAMS MSC., 2020. Adams basic full simulation package. Available from www.mscsoftware.com.
  • Altavilla, G., D'isanto T., Di Tore P.A., 2018. Anthropometrics characteristics and jumping ability in basketball. Supplementary Issue: Spring Conferences of Sports Science. Costa Blanca Sports Science Week, 26-28 April 2018. Calpe. Alicante, Spain.
  • Boddington, B.J., Cripps, A.J., Scanlan, A.T., Spiteri, T., 2019. The validity and reliability of the basketball jump shooting accuracy test. Journal of sports sciences, 37(14): 1648-1654.
  • Chakraborty, B., Meher, S., 2013. A trajectory-based ball detection and tracking system with applications to shooting angle and velocity estimation in basketball videos. 2013 IEEE 2013 Annual IEEE India Conference (INDICON), 12-15 December, Mumbai, India.
  • Çelik, E., Alptekin, A., Kılıç, Ö., 2013. Basketbolda Eski ve Yeni Üç Sayı Atış Çizgilerinden Kullanılan Başarılı Atışların Kinematik Analizi. Pamukkale Journal of Sport Sciences, 4(4): 67-77. Drillis, R., Contini, R., 1964. Bluestein M. Body segment parameters. Artificial limbs, 8(1): 44-66.
  • Elliott, B., White, E., 1989. A kinematic and kinetic analysis of the female two point and three-point jump shots in basketball. Australian Journal of Science and Medicine Sport, 21(2): 7-11.
  • Elliott, B., 1992. A Kinematic comparison of the male and female two point and three-point jump shots in basketball. Australian Journal of Science and Medicine Sport, 24(4): 11-18. Halliday, D., 2013. Resnick R, Walker J. Fundamentals of Physics. John Wiley & Sons.
  • Hamilton, G.R., Reinschmidt, C., 1997. Optimal trajectory for the basketball free throw. Journal of sports sciences, 5(5): 491-504.
  • https://simcompanion.mscsoftware.com/resources/sites/MSC/content/meta/DOCUMENTATION/9000/DOC9352/~secure/insight_md2010.
  • International Basketball Federation (FIBA), 2020. Official Basketball Rules, https://www.fiba.basketball/documents/official-basketball-rules/2020.pdf.
  • Knudson, D., 1993. Biomechanics of the basketball jump shot-Six key teaching points. Journal of Physical Education, Recreation & Dance, 64(2): 67-73.
  • Li. F., Li, Z., Borović, I., Rupčić, T., Knjaz, D., 2021. Does fatigue affect the kinematics of shooting in female basketball? International Journal of Performance Analysis in Sport, 21(5): 754-766.
  • Louis, J., Dinu, D., Leguy, E., Jacquet, M., Slawinski, J., Tiollier, E., 2018. Effect of dehydration on performance and technique of three-point shooting in Elite Basketball. Journal of Sports Medicine and Physical Fitness, 58(11): 1710-1711.
  • Miller, S., Bartlett, R., 1996. The relationship between basketball shooting kinematics, distance and playing position. Journal of sports sciences 14(3): 243-253.
  • Miller, S., Bartlett, R.M., 1993. The effects of increased shooting distance in the basketball jump shot. Journal of sports sciences, 11(4): 285-293.
  • Okazaki, V.H.A., Rodacki, A.L., Satern, M.N., 2012. A review on the basketball jump shot. Sports biomechanics, 4(2): 190-205.
  • Okazaki, V.H.A., Rodacki, A.L.F., 2021. Increased distance of shooting on basketball jump shot. Journal of sports science & medicine, 11(2): 231.
  • Okubo, H., Hubbard, M., 2015. Kinematics of arm joint motions in basketball shooting. Procedia Engineering, 112: 443-448.
  • Podmenik, N., Supej, M., Čoh, M., Erčulj, F., 2017. The effect of shooting range on the dynamics of limbs angular velocities of the basketball shot. Kinesiology, 49(1): 92-100.
  • Przednowek, K., Krzeszowski, T., Przednowek, K.H., Lenik, P., 2018. A system for analysing the basketball free throw trajectory based on particle swarm optimization. Applied Sciences, 8(11): 2090.
  • Rojas, F.J., Cepero, M., Ona, A., Gutierrez, M., 2000. Kinematic adjustments in the basketball jump shot against an opponent. Ergonomics, 43(10): 1651-1660.
  • Satti, S. 2004. "The perfect basketball shot." Spin. Vol. 2.
  • Slawinski, J., Louis, J., Poli, J., Tiollier, E., Khazoom, C., Dinu, D., 2018. The effects of repeated sprints on the kinematics of 3-point shooting in basketball. Journal of human kinetics, 62(1): 5-14.
  • Slegers, N., Lee, D., Wong, G., 2021. The Relationship of Intra-Individual Release Variability with Distance and Shooting Performance in Basketball. Journal of Sports Science and Medicine, 20(3): 508-515.
  • Štirn, I., Nadja, P., Supej, M., Erčulj, F., 2019. Rotation of shoulder and hip axes during a basketball jump shot. International Journal of Performance Analysis in Sport, 19(2): 167-178.
  • Struzik, A., Zawadzki, J., 2013. Leg stiffness during phases of countermovement and take-off in vertical jump. Acta of bioengineering and biomechanics, 15(2): 113-118.
  • Zarić, I,, Kukić, F., Jovićević, N., Zarić, M., Marković, M., Toskić, L., Dopsaj, M., 2020. Body height of elite basketball players: do taller basketball teams rank better at the FIBA World Cup?. International journal of environmental research and public health, 17(9): 3141.
  • Zhiwen, W., Pengtao, W., Lianyuan, J., Bowen, T., Canlong, Z., Zhenghuan, H., 2017. Analysis of Influencing Factors of Shooting Rate Based on Trajectory Prediction of the Basketball, 14th Web Information Systems and Applications Conference (WISA) (pp. 176-180). IEEE.
  • Zwierko, T., Popowczak, M., Woźniak, J., Rokita, A., 2017. Visual control in basketball shooting under exertion conditions. The Journal of sports medicine and physical fitness, 58(10): 1544-1553.
  • Ziv, G., Lidor, R., 2010. Vertical jump in female and male basketball players—A review of observational and experimental studies. Journal of science and medicine in sport, 13(3): 332-339.

BASKETBOLDA 3-SAYILIK ŞUTUN BAŞARISI ÜZERİNE BİR OPTİMİZASYON ÇALIŞMASI

Year 2023, Volume: 11 Issue: 4, 1270 - 1281, 30.12.2023
https://doi.org/10.21923/jesd.1181476

Abstract

Basketbolda başarılı şut maçın kazanılmasında kritik öneme sahiptir. Özellikle 3-sayı çizgisinden atılan şut, hem diğer atışlara kıyasla daha fazla sayı kazandırmakta hem de taraftarı oyunun içine daha fazla çekmektedir. 3-sayılık atışın (3PS) başarısı topun bırakılma yüksekliği, zıplama yüksekliği ve fiziksel karaktersizlik gibi faktörlere bağlıdır. Başarılı bir şut için bu parametrelerin optimum bir şekilde ayarlanması gerekir. Bu çalışmanın amacı top bırakma parametreleri kombine edilerek başarılı bir 3-sayılık atış için uygun hız ve açıların bulunmasıdır. Optimizasyon çalışması için, tasarım parametreleri ve topun çembere olan uzaklığı Adams/View Insight modülüne sırasıyla girdi ve çıktı değişkenleri olarak tanımlanmıştır. Hız ve açı girdi değer aralığı literatür çalışmalarına uygun olarak alınırken, topun bırakılma yüksekliği oyuncunun boyu, zıplama yüksekliği ve eklem açılarına bağlı olarak hesaplanmıştır. Tasarım parametrelerinin değerlerine bağlı olarak 1859 iterasyon gerçekleştirilerek sonuçlar bulunmuştur. Sonuçlar farklı boydaki oyuncuların başarılı bir 3-sayılık atış için uygun açı ve hız değerlerin ne olması gerektiğini göstermektedir. Bu sonuçlara göre; 1.82 m, 1.86 m ve 1.92 m boya sahip oyuncular sırasıyla 40° ve 8.75 m/s, 45° ve 8.75 m/s ve 50° ve 8.5 m/s açı ve hızda topu bıraktıkları zaman, 3-sayılık şut atışı çembere girebilecektir. Şu önemle vurgulanmalıdır ki bu çalışma basketbol sporuna mühendislik yaklaşımıyla farklı bir yorum getirmek amacıyla ortaya konulmuştur.

References

  • ADAMS MSC., 2020. Adams basic full simulation package. Available from www.mscsoftware.com.
  • Altavilla, G., D'isanto T., Di Tore P.A., 2018. Anthropometrics characteristics and jumping ability in basketball. Supplementary Issue: Spring Conferences of Sports Science. Costa Blanca Sports Science Week, 26-28 April 2018. Calpe. Alicante, Spain.
  • Boddington, B.J., Cripps, A.J., Scanlan, A.T., Spiteri, T., 2019. The validity and reliability of the basketball jump shooting accuracy test. Journal of sports sciences, 37(14): 1648-1654.
  • Chakraborty, B., Meher, S., 2013. A trajectory-based ball detection and tracking system with applications to shooting angle and velocity estimation in basketball videos. 2013 IEEE 2013 Annual IEEE India Conference (INDICON), 12-15 December, Mumbai, India.
  • Çelik, E., Alptekin, A., Kılıç, Ö., 2013. Basketbolda Eski ve Yeni Üç Sayı Atış Çizgilerinden Kullanılan Başarılı Atışların Kinematik Analizi. Pamukkale Journal of Sport Sciences, 4(4): 67-77. Drillis, R., Contini, R., 1964. Bluestein M. Body segment parameters. Artificial limbs, 8(1): 44-66.
  • Elliott, B., White, E., 1989. A kinematic and kinetic analysis of the female two point and three-point jump shots in basketball. Australian Journal of Science and Medicine Sport, 21(2): 7-11.
  • Elliott, B., 1992. A Kinematic comparison of the male and female two point and three-point jump shots in basketball. Australian Journal of Science and Medicine Sport, 24(4): 11-18. Halliday, D., 2013. Resnick R, Walker J. Fundamentals of Physics. John Wiley & Sons.
  • Hamilton, G.R., Reinschmidt, C., 1997. Optimal trajectory for the basketball free throw. Journal of sports sciences, 5(5): 491-504.
  • https://simcompanion.mscsoftware.com/resources/sites/MSC/content/meta/DOCUMENTATION/9000/DOC9352/~secure/insight_md2010.
  • International Basketball Federation (FIBA), 2020. Official Basketball Rules, https://www.fiba.basketball/documents/official-basketball-rules/2020.pdf.
  • Knudson, D., 1993. Biomechanics of the basketball jump shot-Six key teaching points. Journal of Physical Education, Recreation & Dance, 64(2): 67-73.
  • Li. F., Li, Z., Borović, I., Rupčić, T., Knjaz, D., 2021. Does fatigue affect the kinematics of shooting in female basketball? International Journal of Performance Analysis in Sport, 21(5): 754-766.
  • Louis, J., Dinu, D., Leguy, E., Jacquet, M., Slawinski, J., Tiollier, E., 2018. Effect of dehydration on performance and technique of three-point shooting in Elite Basketball. Journal of Sports Medicine and Physical Fitness, 58(11): 1710-1711.
  • Miller, S., Bartlett, R., 1996. The relationship between basketball shooting kinematics, distance and playing position. Journal of sports sciences 14(3): 243-253.
  • Miller, S., Bartlett, R.M., 1993. The effects of increased shooting distance in the basketball jump shot. Journal of sports sciences, 11(4): 285-293.
  • Okazaki, V.H.A., Rodacki, A.L., Satern, M.N., 2012. A review on the basketball jump shot. Sports biomechanics, 4(2): 190-205.
  • Okazaki, V.H.A., Rodacki, A.L.F., 2021. Increased distance of shooting on basketball jump shot. Journal of sports science & medicine, 11(2): 231.
  • Okubo, H., Hubbard, M., 2015. Kinematics of arm joint motions in basketball shooting. Procedia Engineering, 112: 443-448.
  • Podmenik, N., Supej, M., Čoh, M., Erčulj, F., 2017. The effect of shooting range on the dynamics of limbs angular velocities of the basketball shot. Kinesiology, 49(1): 92-100.
  • Przednowek, K., Krzeszowski, T., Przednowek, K.H., Lenik, P., 2018. A system for analysing the basketball free throw trajectory based on particle swarm optimization. Applied Sciences, 8(11): 2090.
  • Rojas, F.J., Cepero, M., Ona, A., Gutierrez, M., 2000. Kinematic adjustments in the basketball jump shot against an opponent. Ergonomics, 43(10): 1651-1660.
  • Satti, S. 2004. "The perfect basketball shot." Spin. Vol. 2.
  • Slawinski, J., Louis, J., Poli, J., Tiollier, E., Khazoom, C., Dinu, D., 2018. The effects of repeated sprints on the kinematics of 3-point shooting in basketball. Journal of human kinetics, 62(1): 5-14.
  • Slegers, N., Lee, D., Wong, G., 2021. The Relationship of Intra-Individual Release Variability with Distance and Shooting Performance in Basketball. Journal of Sports Science and Medicine, 20(3): 508-515.
  • Štirn, I., Nadja, P., Supej, M., Erčulj, F., 2019. Rotation of shoulder and hip axes during a basketball jump shot. International Journal of Performance Analysis in Sport, 19(2): 167-178.
  • Struzik, A., Zawadzki, J., 2013. Leg stiffness during phases of countermovement and take-off in vertical jump. Acta of bioengineering and biomechanics, 15(2): 113-118.
  • Zarić, I,, Kukić, F., Jovićević, N., Zarić, M., Marković, M., Toskić, L., Dopsaj, M., 2020. Body height of elite basketball players: do taller basketball teams rank better at the FIBA World Cup?. International journal of environmental research and public health, 17(9): 3141.
  • Zhiwen, W., Pengtao, W., Lianyuan, J., Bowen, T., Canlong, Z., Zhenghuan, H., 2017. Analysis of Influencing Factors of Shooting Rate Based on Trajectory Prediction of the Basketball, 14th Web Information Systems and Applications Conference (WISA) (pp. 176-180). IEEE.
  • Zwierko, T., Popowczak, M., Woźniak, J., Rokita, A., 2017. Visual control in basketball shooting under exertion conditions. The Journal of sports medicine and physical fitness, 58(10): 1544-1553.
  • Ziv, G., Lidor, R., 2010. Vertical jump in female and male basketball players—A review of observational and experimental studies. Journal of science and medicine in sport, 13(3): 332-339.
There are 30 citations in total.

Details

Primary Language English
Journal Section Research Articles
Authors

Hasbi Kızılhan 0000-0001-9433-0171

Publication Date December 30, 2023
Submission Date September 28, 2022
Acceptance Date August 17, 2023
Published in Issue Year 2023 Volume: 11 Issue: 4

Cite

APA Kızılhan, H. (2023). AN OPTIMIZATION STUDY ON THE SUCCESS OF THE 3-POINT SHOOTING IN BASKETBALL. Mühendislik Bilimleri Ve Tasarım Dergisi, 11(4), 1270-1281. https://doi.org/10.21923/jesd.1181476