最佳线性无偏估计(BLUE)我要分享

Best linear unbiased estimation (blue)

最佳线性 无偏估计 BLUE

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代码分类: 仿真计算

开发平台: matlab

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中文说明:

本文研究了通过AWGN和平坦Ricean衰落信道传输的突发模式相移键控(PSK)调制的一系列非数据辅助前馈(NDA FF)非线性最小二乘(NLS)型载波频率估计器的渐近(大样本)性能。在闭式表达式中建立了这些估计量的渐近性能,并与修正的Cram`er-Rao界(MCRB)进行了比较。本文还提出了一个最佳线性无偏估计(BLUE),它在NDA FF NLS型估计族中具有最小的渐近方差。


English Description:

This paper studies the asymptotic (large sample) performance of a series of non data assisted feedforward (NDA FF) nonlinear least squares (NLS) carrier frequency estimators with burst mode phase shift keying (PSK) modulation over AWGN and flat Ricean fading channels. The asymptotic performance of these estimators is established in the closed form expression and compared with the modified cram ` er Rao bound (MCRB). This paper also proposes an optimal linear unbiased estimator (blue), which has the minimum asymptotic variance in the NDA FF NLS type estimator family


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