Title :
Application of Kalmen filter for steering UTC(Lab) to UTC
Author :
Ye Ren ; Xiao-hui Li ; Yanrong Xue ; Ruifang Dong
Author_Institution :
Nat. Time Service Centre, Xi´an, China
Abstract :
In order to steer master clock in timekeeping laboratory, it is necessary to identify a suitable algorithm for steering UTC(Lab) to UTC for a period of 45 days. By introducing Kalman Filter into the steering, some considerations which are assumed to effect result are encountered. By compared with the result of quadratic polynomial model, Kalman Filter, based on four years historical data and state parameter initialed by 4 order quadratic polynomial model, is able to predict the plausible results in terms of both stability and accuracy.
Keywords :
Kalman filters; clocks; polynomials; 4 order quadratic polynomial model; Kalmen filter; UTC(Lab); master clock; steering model; Accuracy; Covariance matrices; Data models; Kalman filters; Polynomials; Prediction algorithms; Predictive models; Kalman Filter; UTC time offset; quadratic polynomial model;
Conference_Titel :
Frequency Control Symposium (FCS), 2014 IEEE International
Conference_Location :
Taipei
DOI :
10.1109/FCS.2014.6859891