Correlation analysis of structural characteristics of table tennis players' hitting movements and hitting effects based on data analysis

被引:1
|
作者
Chen, Yanke [1 ]
Li, Lan [2 ]
Li, Xiaodong [3 ]
机构
[1] Zhengzhou Normal Univ, Dept Sports, Zhengzhou 450044, Henan, Peoples R China
[2] Kyonggi Univ, Sch Sports Sci, Suwon 16227, South Korea
[3] Huaihua Univ, Biomed & Hlth Ind Res Ctr, Huaihua, Hunan, Peoples R China
关键词
Table tennis player; Hitting action; Hitting effect; ARCS model optimization;
D O I
10.1016/j.entcom.2023.100610
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The increase in table tennis ball size and the decrease in table tennis ball speed and rotation speed in recent years have brought new challenges to the body strength of table tennis players and put new tests on the physical fitness and stability of the hitting action of the players. Improving the body strength can accelerate the rotation speed of the ball, improve the body quality and stability, and improve the accuracy of the ball. Basic skills training is a new method of modern sports training. After scientists studied it, they played a positive role in table tennis. The purpose of the paper is to discuss the impact of table tennis basic skills training, provide more space for the development of physical fitness training, provide the best training tools, and provide ways to improve the impact of hitting. The purpose of this document is to use the sports capture system to collect data from the structural characteristics of table tennis players, analyze the impact of various structural characteristics of the ball, and analyze the impact of various factors affecting table tennis players. In the process of a table tennis player's frontal downward spin stroke, the structure types of the player's frontal downward spin stroke were divided into two types: fast type and slow type according to the different lengths of the three stages of the player's stroke action. The experimental results proved that the optimized model applied to the correlation analysis between the structural characteristics of the stroke action and the stroke effect was stronger, and the accuracy was improved by nearly 5%, achieving the hypothesized goal.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Analysis of Drop Point Track of Ping Pong Ball After Hitting Based on Dynamic Analysis
    Wang, B.
    INTERNATIONAL JOURNAL OF MULTIPHYSICS, 2020, 14 (02) : 193 - 201
  • [42] Analysis of kinematics characteristics on the backhand twist technique for China elite male hand-shake table tennis players
    Zhang, Xiaodong
    PROCEEDINGS BOOK OF THE 14TH ITTF SPORTS SCIENCE CONGRESS AND 5TH WORLD RACKET SPORTS CONGRESS, 2017, : 244 - 248
  • [43] The Application of Psychological Factor Training in Table Tennis Teaching Based on Big Data Analysis
    Wang, Xuefeng
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 2203 - 2207
  • [44] Game-Theoretic Analysis of Tactic Usage in Elite Female Table Tennis Players
    Chu, Xiangtong
    Zhang, Hui
    PROCEEDINGS OF THE 14TH INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE IN SPORT, IACSS 2023, 2024, 209 : 61 - 67
  • [45] Table Tennis: Cardiorespiratory and Metabolic Analysis of Match and Exercise in Elite Junior National Players
    Sperlich, Billy
    Koehler, Karsten
    Holmberg, Hans-Christer
    Zinner, Christoph
    Mester, Joachim
    INTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE, 2011, 6 (02) : 234 - 242
  • [46] First hitting time analysis of continuous evolutionary algorithms based on average gain
    Zhang Yushan
    Huang Han
    Hao Zhifeng
    Hu Guiwu
    Cluster Computing, 2016, 19 : 1323 - 1332
  • [47] Quantitative Analysis of Service Height Measurement for Table Tennis Players with an Optical Measurement System
    Chen, Yu-Fen
    Liu, Chien-Hung
    SENSOR LETTERS, 2012, 10 (5-6) : 1063 - 1067
  • [48] Analysis and Research on the Psychological Emotion of Table Tennis Players Based on Stroop Color-Word Test Results
    Zhang, Shenda
    Wang, Jiaran
    Zhang, Panpan
    Zhang, Shenhua
    Wang, Jiaxin
    Zhang, Jiaqi
    INTERNATIONAL JOURNAL OF PSYCHIATRY IN MEDICINE, 2024, 59 (02): : 10S - 11S
  • [49] First hitting time analysis of continuous evolutionary algorithms based on average gain
    Zhang Yushan
    Huang Han
    Hao Zhifeng
    Hu Guiwu
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2016, 19 (03): : 1323 - 1332
  • [50] "Match Analysis" using notational analysis and data analytics in table tennis with interactive visualisation
    Gambhir, Megha
    PROCEEDINGS BOOK OF THE 16TH ITTF SPORTS SCIENCE CONGRESS, 2020, : 280 - 299