The clock model and its relationship with the Allan and related variances

The clock errors are modeled by stochastic differential equations (SDE) and the relationships between the diffusion coefficients used in SDE and the Allan variance, a typical tool used to estimate clock noise, are derived. This relationship is fundamental when a mathematical clock model is used, for example in Kalman filter, noise estimation, and clock prediction activities.

[1]  Chak Ming Chie,et al.  Theory of oscillator instability based upon structure functions , 1976, Proceedings of the IEEE.

[2]  D. Williams STOCHASTIC DIFFERENTIAL EQUATIONS: THEORY AND APPLICATIONS , 1976 .

[3]  P. Kloeden,et al.  Numerical Solution of Stochastic Differential Equations , 1992 .

[4]  J. Rutman Characterization of phase and frequency instabilities in precision frequency sources: Fifteen years of progress , 1978, Proceedings of the IEEE.

[5]  A J Van Dierendonck,et al.  Relationship between Allan variances and Kalman Filter parameters , 1984 .

[6]  Peter V. Tryon,et al.  Continuous time series models for unequally spaced data applied to modeling atomic clocks , 1987 .

[7]  D. W. Allan,et al.  Time and Frequency (Time-Domain) Characterization, Estimation, and Prediction of Precision Clocks and Oscillators , 1987, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[8]  J. Chaffee Relating the Allan Variance to the Diffusion Coefficients of a Linear Stochastic Differential Equation Model for Precision Oscillators , 1987, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[9]  K. Brown The Theory of the GPS Composite Clock , 1991 .

[10]  Todd Walter A Multi-Variance Analysis in the Time Domain , 1992 .

[11]  Steven T. Hutsell,et al.  Relating the Hadamard Variance to MCS Kalman Filter Clock Estimation , 1995 .

[12]  Richard A. Brown,et al.  Introduction to random signals and applied kalman filtering (3rd ed , 2012 .

[13]  Charles A Greenhall,et al.  Forming stable timescales from the Jones-Tryon Kalman filter , 2003 .

[14]  Lorenzo Galleani,et al.  The characterization of clock behavior with the dynamic Allan variance , 2003, IEEE International Frequency Control Symposium and PDA Exhibition Jointly with the 17th European Frequency and Time Forum, 2003. Proceedings of the 2003.

[15]  J. A. Davis,et al.  A Kalman Filter Clock Algorithm for Use in the Presence of Flicker Frequency Modulation Noise , 2003 .

[16]  Patrizia Tavella,et al.  A mathematical model for the atomic clock error in case of jumps , 2003, 1506.01080.