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OALib Journal期刊
ISSN: 2333-9721
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Estimation of High Dynamic Doppler Frequency and Its Cramer-Rao Bounds
高动态多普勒频率估计及其Cramer-Rao界

Keywords: Maximum Likelihood Estimator(MLE),Extended Kalman filter,Cramer-Rao bound,RMS estimation error,Probability of loss-of-lock
最大似然估计器(MLE)
,扩展卡尔曼滤波器(EKF),Cramer,Rao界,均方根估计误差,失锁概率

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Abstract:

The Doppler frequency of received signal is calculated by a Taylor series, the Cramer-Rao bounds on the estimation error is Derived and analyzed; The estimation techniques as Maximum Likelihood Estimator(MLE) and Extended Kalman Filter(EKF) are compared; Their basic frequency error performance and probability of loss-of-lock at various signal-to-noise ratios is compared by tracking a common simulated high-dynamic trajectory.

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