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| The Novel Method to Predict the Clock Frequency of Crystal Based on ARMA Model |
| Ma Shaolin,Liu Yingshu |
| School of Electrical Engineering and Automation, Tianjin University, Tianjin 300072 |
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Abstract A novel method based on ARMA model which can predict the actual frequency of ordinary crystal within the GPS pulse interval is proposed. Test platform is applied to obtain the actual frequency of the ordinary crystal. The experimental data are analyzed in-depth and the time series prediction model is built by Eviews. After the zeroing of the original time series model and the time differential treatment, two different time series forecasting model are build and the predicted optimum predictive model is obtained after predict research. The experiment results verified that the microsecond synchronization accuracy between the ordinary crystal clock and GPS clock can be achieved.
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Published: 28 March 2013
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| Cite this article: |
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Ma Shaolin,Liu Yingshu. The Novel Method to Predict the Clock Frequency of Crystal Based on ARMA Model[J]. Electrical Engineering, 2013, 14(03): 5-8.
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http://dqjs.cesmedia.cn/EN/Y2013/V14/I03/5
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[1] 余贻鑫,栾文鹏. 智能电网述评[J]. 中国电机工程学报,2009,29(34):1-8.
[2] 王成山,李鹏.分布式发电、微网与智能配电网的发展与挑战[J].电力系统自动化,2010,34(2):10-14.
[3] CHANG CH P, KING CH T,CHAN CH M. On Reference Node Deployment for Precise Clock Synchronization in Smart Power Grid[C]. 2011 Ninth IEEE International Conference on Dependable, Autonomic and Secure Computing,2011:465-472.
[4] 王刚,黄飞,乔纯捷,等. 分布式网络时钟同步研究[J]. 仪器仪表学报,2008,29(11): 2399-2403.
[5] GIADA G, CLAVDIO N. Performance Analysis of Ka lman-Filter-Based Clock Synchronization in IEEE 1588 Networks[J]. IEEE Transctions on Instrumentation and Measurement,2011,60(8):2902-2909.
[6] DAVID A. Time and Frequency (Time-Domain) Characterization, Estimation, and Prediction of Precision Clocks and Oscillators[J]. IEEE Transctions on Ultrasonics, Ferroelectrics, and Frequency Control 1987,34(6):647-654.
[7] 吴宁,潘小龙,虞皆侠. 高精度GPS同步时钟的研究与实现[J]. 电力系统自动化,2008,32(10):61-65.
[8] 杨叔子. 时间序列分析的工程应用[M]. 武汉:华中科技大学出版社,2007:7-192.
[9] 张晓峒. Eviews使用指南与案例[M].北京:机械工业出版社,2007:45-102. |
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2013, Vol. 14 
