Research on Optimal Control Method of Tennis Racket String Diameter Based on Kalman Filter Algorithm
In order to explore the optimal control method of tennis racket string diameter, this paper applies the Kalman filter algorithm to the collection and processing of tennis sports parameters. When the Kalman filter uses the optimal gain (the Kalman filter enters the steady state), the corresponding co...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Journal of Electrical and Computer Engineering |
| Online Access: | http://dx.doi.org/10.1155/2022/9356608 |
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| _version_ | 1832553528606851072 |
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| author | Xin Chen |
| author_facet | Xin Chen |
| author_sort | Xin Chen |
| collection | DOAJ |
| description | In order to explore the optimal control method of tennis racket string diameter, this paper applies the Kalman filter algorithm to the collection and processing of tennis sports parameters. When the Kalman filter uses the optimal gain (the Kalman filter enters the steady state), the corresponding cost function is established based on the noncorrelated nature of its residual sequence, which is used as the judgment condition for the sampling strategy switch to improve the stability of the system. In addition, this paper improves the real-time performance and calculation accuracy of data transformation through adaptive sampling strategy and adaptive scale factor, improves the stability and estimation accuracy of the system as a whole, and builds an intelligent monitoring system. Finally, this paper systematically studied the optimization control method of tennis racket string diameter and verified that the Kalman filter algorithm can play a certain role in the optimization control of tennis racket string diameter. |
| format | Article |
| id | doaj-art-280e4c2ccb3342d69a4cd8807ee01422 |
| institution | Kabale University |
| issn | 2090-0155 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Electrical and Computer Engineering |
| spelling | doaj-art-280e4c2ccb3342d69a4cd8807ee014222025-02-03T05:53:49ZengWileyJournal of Electrical and Computer Engineering2090-01552022-01-01202210.1155/2022/9356608Research on Optimal Control Method of Tennis Racket String Diameter Based on Kalman Filter AlgorithmXin Chen0Shenyang Jianzhu UniversityIn order to explore the optimal control method of tennis racket string diameter, this paper applies the Kalman filter algorithm to the collection and processing of tennis sports parameters. When the Kalman filter uses the optimal gain (the Kalman filter enters the steady state), the corresponding cost function is established based on the noncorrelated nature of its residual sequence, which is used as the judgment condition for the sampling strategy switch to improve the stability of the system. In addition, this paper improves the real-time performance and calculation accuracy of data transformation through adaptive sampling strategy and adaptive scale factor, improves the stability and estimation accuracy of the system as a whole, and builds an intelligent monitoring system. Finally, this paper systematically studied the optimization control method of tennis racket string diameter and verified that the Kalman filter algorithm can play a certain role in the optimization control of tennis racket string diameter.http://dx.doi.org/10.1155/2022/9356608 |
| spellingShingle | Xin Chen Research on Optimal Control Method of Tennis Racket String Diameter Based on Kalman Filter Algorithm Journal of Electrical and Computer Engineering |
| title | Research on Optimal Control Method of Tennis Racket String Diameter Based on Kalman Filter Algorithm |
| title_full | Research on Optimal Control Method of Tennis Racket String Diameter Based on Kalman Filter Algorithm |
| title_fullStr | Research on Optimal Control Method of Tennis Racket String Diameter Based on Kalman Filter Algorithm |
| title_full_unstemmed | Research on Optimal Control Method of Tennis Racket String Diameter Based on Kalman Filter Algorithm |
| title_short | Research on Optimal Control Method of Tennis Racket String Diameter Based on Kalman Filter Algorithm |
| title_sort | research on optimal control method of tennis racket string diameter based on kalman filter algorithm |
| url | http://dx.doi.org/10.1155/2022/9356608 |
| work_keys_str_mv | AT xinchen researchonoptimalcontrolmethodoftennisracketstringdiameterbasedonkalmanfilteralgorithm |