{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:45:55Z","timestamp":1776811555102,"version":"3.51.2"},"reference-count":15,"publisher":"European Society of Computational Methods in Sciences and Engineering","issue":"6","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"published-print":{"date-parts":[[2022,12,19]]},"abstract":"<jats:p>In order to improve the analysis effect of tennis automatic transmitter path, this study designed a tennis automatic transmitter path analysis method based on artificial intelligence technology. Firstly, the structure of tennis automatic transmitter is designed, including five parts: ball receiving structure, ball sending structure, ball storage structure, launching structure and moving structure. Then, a grid model of the path distribution after the tennis ball is launched is constructed, and the constraint parameters of the path planning of the launcher are optimized. Finally, the force and running track of the tennis ball before and after launching are analyzed to realize the automatic launching path analysis of the tennis ball. The experimental results show that the convergence value of this method is 1.39%, and it only takes 3.5 minutes to generate the path analysis results. Therefore, this method has good application effect in terms of convergence and timeliness, and can be effectively applied to the path analysis of tennis automatic transmitter.<\/jats:p>","DOI":"10.3233\/jcm-226386","type":"journal-article","created":{"date-parts":[[2022,9,2]],"date-time":"2022-09-02T11:29:36Z","timestamp":1662118176000},"page":"2037-2050","source":"Crossref","is-referenced-by-count":2,"title":["Path analysis of tennis ball automatic transmitter based on artificial intelligence technology"],"prefix":"10.66113","volume":"22","author":[{"given":"Shanchang","family":"Ren","sequence":"first","affiliation":[{"name":"Physical Education Department, Shangqiu Institute of Technology, Shangqiu, Henan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yushi","family":"Qie","sequence":"additional","affiliation":[{"name":"School of Physical Education, Yanching Institute of Technology, Langfang, Hebei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhicheng","family":"Xie","sequence":"additional","affiliation":[{"name":"School of Physical Education, Yanching Institute of Technology, Langfang, Hebei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"55691","reference":[{"issue":"4","key":"10.3233\/JCM-226386_ref1","first-page":"973","article-title":"Tennis motion tracking based on particle filter in Kalman filter prediction","volume":"42","author":"Fu","year":"2019","journal-title":"Chin J Electron Devices."},{"issue":"2","key":"10.3233\/JCM-226386_ref2","first-page":"42","article-title":"Design of vision navigation system for tennis picking robot","volume":"20","author":"Chen","year":"2020","journal-title":"J Langfang Teach Univ (Nat Sci Edition)."},{"issue":"20","key":"10.3233\/JCM-226386_ref3","first-page":"29","article-title":"Analysis of the principle of using transcendental instruments in tennis serve technology","volume":"11","author":"Fu","year":"2021","journal-title":"Contemp Sports Technol."},{"issue":"11","key":"10.3233\/JCM-226386_ref4","first-page":"44","article-title":"The mechanism design of a tennis partner machine","volume":"49","author":"Wu","year":"2020","journal-title":"Mach Design Manuf Eng."},{"issue":"3","key":"10.3233\/JCM-226386_ref5","first-page":"71","article-title":"The design of an automatic serve device for tennis","volume":"47","author":"Hu","year":"2020","journal-title":"Mach."},{"issue":"2","key":"10.3233\/JCM-226386_ref6","first-page":"46","article-title":"Moving target tracking method based on infrared spectrometer in tennis match","volume":"40","author":"Wang","year":"2018","journal-title":"Nat Sci J Xiangtan Univ."},{"issue":"10","key":"10.3233\/JCM-226386_ref7","first-page":"125","article-title":"Research on sphere rotating flight trajectory of tennis automatic ball machine based on STM32 microcontroller","author":"Shi","year":"2020","journal-title":"Autom Instrum."},{"issue":"3","key":"10.3233\/JCM-226386_ref8","first-page":"243","article-title":"Dynamics analysis and simulation research of tennis serving movement trajectory","volume":"34","author":"Wu","year":"2017","journal-title":"Comp Simul."},{"issue":"7","key":"10.3233\/JCM-226386_ref9","first-page":"102","article-title":"Tennis Hawkeye system based on computer vision and LabVIEW platform","volume":"37","author":"Zhou","year":"2018","journal-title":"Transducer Microsyst Technol."},{"issue":"11","key":"10.3233\/JCM-226386_ref10","first-page":"47","article-title":"On the application of artificial intelligence in tennis technical movement analysis","volume":"19","author":"Bao","year":"2020","journal-title":"J Nanjing Sport Inst."},{"issue":"6","key":"10.3233\/JCM-226386_ref11","first-page":"68","article-title":"Comparative kinematical analysis of tennis kick serve with different locations","volume":"56","author":"Ma","year":"2020","journal-title":"China Sport Sci Technol."},{"issue":"4","key":"10.3233\/JCM-226386_ref12","first-page":"93","article-title":"Structure design of pitching robot","volume":"34","author":"Zhong","year":"2019","journal-title":"J Beijing Inf Sci Technol Univ."},{"issue":"11","key":"10.3233\/JCM-226386_ref13","first-page":"162","article-title":"Kalman filtering based best hitting point prediction system of tennis serve","volume":"41","author":"Pei","year":"2018","journal-title":"Mod Electron Tech."},{"issue":"10","key":"10.3233\/JCM-226386_ref14","first-page":"50","article-title":"Kinect based curve trajectory and speed measurement","volume":"42","author":"Chen","year":"2021","journal-title":"Phys Teacher."},{"issue":"5","key":"10.3233\/JCM-226386_ref15","first-page":"86","article-title":"Research on the lineshape capture method of tennis forehand error track based on D-P algorithm","volume":"36","author":"Han","year":"2019","journal-title":"J Zhoukou Norm Univ."}],"container-title":["Journal of Computational Methods in Sciences and Engineering"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JCM-226386","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:06:33Z","timestamp":1776809193000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JCM-226386"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,19]]},"references-count":15,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.3233\/jcm-226386","relation":{},"ISSN":["1472-7978","1875-8983"],"issn-type":[{"value":"1472-7978","type":"print"},{"value":"1875-8983","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12,19]]}}}