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Recent Patents on Space Technology
ISSN (Print): 1877-6116
ISSN (Online): 2210-6871
VOLUME: 1
ISSUE: 2
DOI: 10.2174/1877611611101020134









GPS-Based FIR Estimation and Steering of Clock Errors: A Review

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Author(s): Yuriy S. Shmaliy and Oscar G. Ibarra-Manzano
Pages 134-149 (16)
Abstract:
This paper refers to recent patents in GPS-based clock estimation and synchronization and observes advances in estimation and steering of clock errors with the finite impulse response (FIR) technique. The problem one meets here is caused by the GPS time temporary uncertainty and non-Gaussian sawtooth noise induces in the commercially available GPS timing receivers. It is complicated with the clock colored noise (flicker and random walks) often making the Kalman filter low efficient and requiring weighted averaging. We examine applications of optimal FIR filtering, prediction, and smoothing for polynomial and state space clock models. Optimal and unbiased FIR estimators are observed in line with the ladder, thinning, and Kalman-like algorithms. It is noticed that, for large averaging horizons featured to highly oversampled and slowly changing with time clock models, simple unbiased FIR solutions become virtually optimal. The trade-off with the Kalman filter is also discussed and we show that the unbiased FIR estimator ignoring noise and initial conditions is a better choice in terms of accuracy, stability, and robustness in solving many of the clock problems.
Keywords:
GPS-based timekeeping, time interval error, FIR estimator, Global Navigation Satellite Systems, Polynomial Impulse Responses, minimum variance unbiased, Noise Power Gain, Optimized Ramp Gain, optimization coefficient, Polynomial Solution, clock
Affiliation:
University of Guanajuato,Electronics Department, Salamanca, Gto., Mexico.