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The Denoise of the Atomic Clock Frequency Differences |
ZHU Jiang-miao1,SUN Pan-pan1,GAO Yan2,QIN Hui-jun1 |
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Abstract To reduce the noise in the clock frequency, since the hydrogen atomic clock frequency differences are non-linear and non-stationary with time, the denoise algorithm based on ensemble empirical mode decomposition is put forward. Firstly, the clock frequency differences are added a certain intensity noise; then decompose the differences with the EMD algorithm, repeat this step many times; finally, calculate the mean of the same components to get the denoise clock frequency differences. Compared with the wavelet algorithm in the time domain and frequency domain, the result shows that, the algorithm put forward in this paper is better than the wavelet algorithm in the denoise of the clock frequency differences, the data variance is 0.7263% which is 2.707% in the wavelet algorithm, the data become more stable.
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Received: 11 April 2016
Published: 16 June 2017
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[1]Levinea J. Introduction to time and frequency metrology[J]. Review of Scientific Instruments, 1999, 70(6):2567-2595.
[2]高小珣.美国NIST的原子时标[J]. 现代计量测试, 2008, 55(4): 59-62.
[3]张莉莉,高源,朱江淼,等.AT1原子时算法的研究[J]. 电子测量技术, 2007,30(11):20-24.
[4]Panfilo G, Harmegnies A, Tisserand L. A new weighting procedure for UTC[J]. Metrologia, 2014,51(51):652-653.
[5]宋森尧, 徐建良, 李宗扬,等. 时间频率计量[M].北京:原子能出版社,2002:219-240.
[6]Galleani L.A tutorial on the two-state model of the atomic clock noise[J]. Metrologia, 2008,45(6):175-182.
[7]Greenhall C A.A Kalman filter clock ensemble algorithm that admits measurement noise[J]. Metrologia, 2006,43(43)): 311-321.
[8]吴伟.基于Matlab的小波去噪仿真[J].信息与电子工程,2008,6(3):221-229.
[9]时培明,李培,韩东颖,等. 基于变尺度多稳随机共振的微弱信号检测研究[J].计量学报,2015,36(6):628-633.
[10]Huang N E, Shen Z, Long S R, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis[J]. Proc R Soc Lond A, 1998, 454: 903-995.
[11]赵科佳,张爱敏.数字式双混频时差测量系统的试验研究[J].仪器仪表学报,2014,35(12): 2858-2865. |
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