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基于有限状态机的乒乓球裁判规则建模与仿真

Modelling and simulation for table tennis referee regulation based on finite state machine.

作者信息

Cui Jianjiang, Liu Zixuan, Xu Long

机构信息

a School of Information Science and Engineering , Northeastern University , Shenyang , China.

出版信息

J Sports Sci. 2017 Oct;35(19):1888-1896. doi: 10.1080/02640414.2016.1241417. Epub 2016 Oct 13.

Abstract

As referee's decisions are made artificially in traditional table tennis matches, many factors in a match, such as fatigue and subjective tendency, may lead to unjust decision. Based on finite state machine (FSM), this paper presents a model for table tennis referee regulation to substitute manual decisions. In this model, the trajectory of the ball is recorded through a binocular visual system while the complete rules extracted from the International Table Tennis Federation (ITTF) rules are described based on FSM. The final decision for the competition is made based on expert system theory. Simulation result shows that the proposed model has high accuracy, and can be generalised to other similar games such as badminton, volleyball, etc.

摘要

由于传统乒乓球比赛中裁判的判罚是人为做出的,比赛中的许多因素,如疲劳和主观倾向,可能导致不公正的判罚。基于有限状态机(FSM),本文提出了一种乒乓球裁判规则模型来替代人工判罚。在该模型中,通过双目视觉系统记录球的轨迹,同时基于有限状态机描述从国际乒乓球联合会(ITTF)规则中提取的完整规则。比赛的最终判罚基于专家系统理论做出。仿真结果表明,所提出的模型具有较高的准确性,并且可以推广到其他类似的比赛,如羽毛球、排球等。

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