Title :
GPS based design of the local clock control system based on the optimally unbiased moving average filter
Author :
Olivera-Reyna, R. ; Olivera-Reyna, R. ; Villalon-Turubiates, I.E. ; Shmaliy, Yuriy S. ; Manzano, O. G. Ibarra
Author_Institution :
Electron. Dept., Univ. of Guanajuato, Salamanca
Abstract :
In this paper we made the simulation steering of the local clock time errors with simple moving average (MA), optimally unbiased moving average (OMA), the two and three-state Kalman filters. The references signal (precise time) was administered by GPS. In this task we have two important activities, estimating and the error control, so the principal parameter in this study is the root mean square error (RMSE) of steering. When steering the GPS-based time error in the local clock with four filters, we found out that, of the filter with the same time constant, the optimally unbiased MA filter dis situated between two and three state Kalman filter
Keywords :
Gaussian noise; Global Positioning System; Kalman filters; error analysis; GPS; Gaussian noise; error control estimation; local clock control system; local clock time errors; moving average; optimally unbiased moving average; optimally unbiased moving average filter; references signal; root mean square error; simulation; three-state Kalman filters; two-state Kalman filters; Clocks; Control systems; Error correction; Finite impulse response filter; Frequency estimation; Frequency synchronization; Gaussian noise; Global Positioning System; Optimal control; Root mean square;
Conference_Titel :
Advanced Optoelectronics and Lasers, 2003. Proceedings of CAOL 2003. First International Conference on
Conference_Location :
Alushta, Crimea
Print_ISBN :
0-7803-7948-9
DOI :
10.1109/CAOL.2003.1251331