平坦瑞利衰落信道上矢量参数估计:Cramer-Rao下界广义表达式

M. Salem, A. Bouallègue, S. Jarboui
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引用次数: 0

摘要

本文研究了非恒定增益平坦瑞利衰落信道(FRFC)上非数据辅助(NDA)矢量参数估计的真Cramer-Rao下界(CRLB)推导问题。通过对Fisher信息矩阵(FIM)条目的计算,分析得出了载波频偏、载波相位、符号时序和信噪比估计的一般CRLB表达式。我们考虑了受复杂加性高斯白噪声(CAWGN)干扰的非编码和编码传输。利用蒙特卡罗(MC)积分技术对M-PSK线性调制和卷积编码信号的派生界进行了评估。
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Vector parameter estimation over flat Rayleigh fading channel: Cramer-Rao lower bound generalized expressions
In this paper, the authors address the problem of true Cramer-Rao lower bound (CRLB) derivation for a non-data-aided (NDA) vector parameter estimation over non-constant gain flat Rayleigh fading channel (FRFC). General CRLB expressions for carrier frequency offset, carrier phase, symbol timing and signal to noise ratio (SNR) estimation are analytically developed going through the computation of the Fisher information matrix (FIM) entries. We consider both uncoded and coded transmissions spoiled by complex additive white Gaussian noise (CAWGN). Assessment of the derived bounds is obtained for M-PSK linearly modulated and convolutionally encoded signals using Monte Carlo (MC) integration technique.
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