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Statistical Modeling and Performance Characterization of Ultrashort Light Pulse Communication System Using Power-Cubic Optical Nonlinear Preprocessor

机译:基于功率三次光学非线性预处理器的超短光脉冲通信系统的统计建模和性能表征

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摘要

In this paper, we present an analytical approach in obtaining the probability density function (pdf) of the random decision variable , which is formed at the output of the power-cubic all-optical nonlinear preprocessor followed by the photodetector, with applications in ultrafast optical time-division multiplexing and optical code-division multiple-access systems. Our approach can be used to accurately evaluate the performance of ultrafast pulse detection in the presence of Gaussian noise. Through rigorous Monte Carlo simulation, the accuracy of the widely used Gaussian approximation of decision variable is refuted. However, in this paper, we show that the so-called log-Pearson type-3 (LP3) pdf is an excellent representation for the decision variable . Three distinguishable parameters of the LP3 pdf are obtained through an analytical derivation of three moments of the decision variable . Furthermore, toward a more realistic model, in addition to amplified spontaneous emission Gaussian noise, the effects of shot and thermal noises are also included. Finally, using the presented analytical approach, it is shown that the power-cubic preprocessor outperforms its quadratic counterparts, i.e., second-harmonic-generation and two-photon-absorption devices, in the high-power regime where shot and thermal noises can be neglected.
机译:在本文中,我们提出了一种获取随机决策变量的概率密度函数(pdf)的分析方法,该函数在功率立方全光学非线性预处理器的输出处形成,随后是光电探测器,并在超快光学中得到应用时分多路复用和光码分多址系统。我们的方法可用于在存在高斯噪声的情况下准确评估超快速脉冲检测的性能。通过严格的蒙特卡洛模拟,驳斥了广泛使用的决策变量高斯近似的准确性。但是,在本文中,我们表明所谓的log-Pearson type-3(LP3)pdf是决策变量的出色表示。通过对决策变量的三个矩的解析推导得到了LP3 pdf的三个可区分参数。此外,对于更现实的模型,除了放大的自发发射高斯噪声外,还包括散粒噪声和热噪声的影响。最后,使用提出的分析方法,表明在高功率条件下,功率三次方预处理器的性能优于其二次方,即二次谐波产生和双光子吸收设备,在这种情况下,散粒和热噪声可以被忽略。

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