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Volume 26 Issue 2
Feb.  2004
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Wang Xiao-xiang. Estimation of High Dynamic Doppler Frequency and Its Cramer-Rao Bounds[J]. Journal of Electronics & Information Technology, 2004, 26(2): 206-212.
Citation: Wang Xiao-xiang. Estimation of High Dynamic Doppler Frequency and Its Cramer-Rao Bounds[J]. Journal of Electronics & Information Technology, 2004, 26(2): 206-212.

Estimation of High Dynamic Doppler Frequency and Its Cramer-Rao Bounds

  • Received Date: 2002-11-03
  • Rev Recd Date: 2003-07-15
  • Publish Date: 2004-02-19
  • 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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  • Hinedi S, Statman J I. Digital accumulators in phase and frequency tracking loops. IEEE Trans.on AES, 1990, AES-26(1): 169-180.[2]王晓湘,柯有安.高动态多普勒频率的最大似然估计器.北京邮电大学学报,2000,23(1):61-65.[3]王晓湘,柯有安.多普勒频率跟踪的四阶加权扩展卡尔曼滤波器.北京邮电大学学报,2001,24(1):88-91.[4]宋文尧,张牙.卡尔曼滤波.北京:科学出版社,1991.[5]Friedlander B. On the Cramer-Rao bound for time delay and doppler estimation. IEEE Trans.on Information Theory, 1984, IT-30(30): 575-581.
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