Reliability analysis of wireless communication equipment based on model selection
The research of equipment failure distribution is the basis of reliability engineering. In view of the complex structure and failure mechanism of wireless communication equipment, numerous failure distribution types, difficulty in selecting and evaluating reliability models and other problems, this...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Command Control and Simulation
2025-02-01
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| Series: | Zhihui kongzhi yu fangzhen |
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| Online Access: | https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1737421333927-1979435563.pdf |
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| author | SUN Jin, HU Jicheng, JIAO Yaqi, WANG Kun |
| author_facet | SUN Jin, HU Jicheng, JIAO Yaqi, WANG Kun |
| author_sort | SUN Jin, HU Jicheng, JIAO Yaqi, WANG Kun |
| collection | DOAJ |
| description | The research of equipment failure distribution is the basis of reliability engineering. In view of the complex structure and failure mechanism of wireless communication equipment, numerous failure distribution types, difficulty in selecting and evaluating reliability models and other problems, this paper starts from the research on equipment failure distribution at the bottom level, takes typical wireless communication system vehicle self-organizing network equipment as the research object, and compares and analyzes the correlation coefficients and error values of equipment life exponential distribution, lognormal distribution and two-parameter Weibull distribution. By introducing the information criterion and the special goodness of fit test to analyze the fitting effect of the reliability model, the reliability analysis method of wireless communication equipment based on model selection is proposed, and the test and analysis are combined with actual cases to improve the accuracy and effectiveness of model selection. |
| format | Article |
| id | doaj-art-01ae91d24a3a49e384611d6864e38c24 |
| institution | Kabale University |
| issn | 1673-3819 |
| language | zho |
| publishDate | 2025-02-01 |
| publisher | Editorial Office of Command Control and Simulation |
| record_format | Article |
| series | Zhihui kongzhi yu fangzhen |
| spelling | doaj-art-01ae91d24a3a49e384611d6864e38c242025-01-21T11:12:01ZzhoEditorial Office of Command Control and SimulationZhihui kongzhi yu fangzhen1673-38192025-02-0147115316010.3969/j.issn.1673-3819.2025.01.021Reliability analysis of wireless communication equipment based on model selectionSUN Jin, HU Jicheng, JIAO Yaqi, WANG Kun01 Command College, Wuhan 430012;2 Unit 96951 of PLA, Beijing 100080;3 Military Training Center, Beijing 100080, ChinaThe research of equipment failure distribution is the basis of reliability engineering. In view of the complex structure and failure mechanism of wireless communication equipment, numerous failure distribution types, difficulty in selecting and evaluating reliability models and other problems, this paper starts from the research on equipment failure distribution at the bottom level, takes typical wireless communication system vehicle self-organizing network equipment as the research object, and compares and analyzes the correlation coefficients and error values of equipment life exponential distribution, lognormal distribution and two-parameter Weibull distribution. By introducing the information criterion and the special goodness of fit test to analyze the fitting effect of the reliability model, the reliability analysis method of wireless communication equipment based on model selection is proposed, and the test and analysis are combined with actual cases to improve the accuracy and effectiveness of model selection.https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1737421333927-1979435563.pdfequipment reliability|model selection|weibull distribution|information criterion|goodness-of-fit test |
| spellingShingle | SUN Jin, HU Jicheng, JIAO Yaqi, WANG Kun Reliability analysis of wireless communication equipment based on model selection Zhihui kongzhi yu fangzhen equipment reliability|model selection|weibull distribution|information criterion|goodness-of-fit test |
| title | Reliability analysis of wireless communication equipment based on model selection |
| title_full | Reliability analysis of wireless communication equipment based on model selection |
| title_fullStr | Reliability analysis of wireless communication equipment based on model selection |
| title_full_unstemmed | Reliability analysis of wireless communication equipment based on model selection |
| title_short | Reliability analysis of wireless communication equipment based on model selection |
| title_sort | reliability analysis of wireless communication equipment based on model selection |
| topic | equipment reliability|model selection|weibull distribution|information criterion|goodness-of-fit test |
| url | https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1737421333927-1979435563.pdf |
| work_keys_str_mv | AT sunjinhujichengjiaoyaqiwangkun reliabilityanalysisofwirelesscommunicationequipmentbasedonmodelselection |