北京理工大学雷达技术研究所,北京,100081
纸质出版:2011
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王堃, 吴嗣亮, 田静. 伽利略搜救信号关键参数估计的克拉美—罗界[J]. 电子学报, 2011,39(12):2761-2767.
WANG Kun, WU Si-liang, TIAN Jing. Cramer-Rao Bounds of Key Parameters Estimation for Galileo SAR Signal[J]. Acta Electronica Sinica, 2011, 39(12): 2761-2767.
本文考虑信息位宽的不确定度
研究了伽利略搜救信号信息位宽、到达频率(FOA)和到达时间(TOA)估计的克拉美—罗界(CRB).首先推导了计算Fisher信息矩阵各元素的通用公式
然后推导得到了伽利略搜救信号Fisher信息矩阵各元素的计算表达式.具体计算时
利用单位冲激函数的性质和Parseval定理
将单位冲激函数的平方和转换到频域进行计算
得到了信息位宽、FOA和TOA估计的CRB的解析结果.数值分析和Monte Carlo仿真结果表明
该CRB具有有效性
可以用于评估信息位宽、FOA和TOA估计算法的性能.
Considering the uncertainty of message bit width
the Cramer-Rao Bounds (CRBs) for the estimation of message bit width
frequency of arrival (FOA) and time of arrival (TOA) from Galileo search and rescue (SAR) signal were researched.General formula for calculating the elements of Fisher information matrix was derived first.Then the calculation expressions for the Fisher matrix elements of Galileo SAR signal were acquired.When calculating the sum of the square of Dirac delta function
the properties of Dirac delta function and Parseval's theorem were used to transform the computation from time-domain to frequency-domain.Then the closed-form analytical solutions of the CRBs for the estimation of message bit width
FOA and TOA were derived.Numerical calculation and Monte Carlo simulation results validate the effectiveness of the CRBs above which can be used to evaluate the performance of message bit width
FOA and TOA estimation algorithm.
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