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Accurate approximations of BER for DQPSK transmission via Least Squares estimation of the Marcum Q-function

机译:通过Marcum Q函数的最小二乘估计对DQPSK传输进行BER的精确近似

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This paper proposes five new estimators for the Bit Error Rate (BER), which have no closed form expression. Here, in particular, we focus on the case for coherent Differential Quaternary Phase Shift Keying (DQPSK), with Gray coding, over an Additive White Gaussian Noise (AWGN) channel, where the instantaneous BER can be expressed in a form involving the standard Marcum Q-function. By exploiting several alternative finite-domain integral representations of the Marcum Q-function, new estimators for the BER can be constructed using the Least Squares approach. The key idea is to derive exponential approximations for the zeroth-order modified Bessel function, where the coefficients of the exponent are provided by Least Squares fit. The new estimators are shown to be more accurate and efficient than the tightest bounds and approximations in the literature.
机译:本文针对误码率(BER)提出了五个新的估计器,它们没有闭合形式的表达式。在此,我们特别关注在加性高斯白噪声(AWGN)通道上采用格雷编码的相干差分四相相移键控(DQPSK)的情况,其中瞬时BER可以用涉及标准Marcum的形式表示Q功能。通过利用Marcum Q函数的几种替代的有限域积分表示,可以使用最小二乘法构造BER的新估计器。关键思想是为零阶修改的Bessel函数导出指数逼近,其中指数的系数由最小二乘拟合提供。与文献中最严格的界限和近似值相比,新的估计量更准确,更有效。

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