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Variable-step-size LMS adaptive filter for digital chromatic dispersion compensation in PDM-QPSK coherent transmission system

机译:PDM-QPSK相干传输系统中用于数字色散补偿的可变步长LMS自适应滤波器

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摘要

High bit rates optical communication systems pose the challenge of their tolerance to linear and nonlinear fiber impairments. Digital filters in coherent optical receivers can be used to mitigate the chromatic dispersion entirely in the optical transmission system. In this paper, the least mean square adaptive filter has been developed for chromatic equalization in a 112-Gbit/s polarization division multiplexed quadrature phase shift keying coherent optical transmission system established on the VPIphotonics simulation platform. It is found that the chromatic dispersion equalization shows a better performance when a smaller step size is used. However, the smaller step size in least mean square filter will lead to a slower iterative operation to achieve the guaranteed convergence. In order to solve this contradiction, an adaptive filter employing variable-step-size least mean square algorithm is proposed to compensate the chromatic dispersion in the 112-Gbit/s coherent communication system. The variable-step-size least mean square filter could make a compromise and optimization between the chromatic dispersion equalization performance and the algorithm converging speed. Meanwhile, the required tap number and the converged tap weights distribution of the variable-step-size least mean square filter for a certain fiber chromatic dispersion are analyzed and discussed in the investigation of the filter feature.
机译:高比特率的光通信系统面临对线性和非线性光纤损伤的耐受性的挑战。相干光接收机中的数字滤波器可用于完全减轻光传输系统中的色散。在本文中,已经开发了最小均方自适应滤波器,用于在VPIphotonics仿真平台上建立的112 Gbit / s偏振分频复用正交相移键控相干光传输系统中的色度均衡。发现当使用较小的步长时,色散均衡显示出更好的性能。但是,最小均方滤波器的步长较小会导致迭代操作变慢,从而无法保证收敛。为了解决这一矛盾,提出了一种采用可变步长最小均方算法的自适应滤波器,以补偿112Gbit / s相干通信系统中的色散。可变步长最小均方滤波器可以在色散均衡性能和算法收敛速度之间做出折衷和优化。同时,在研究滤波器特性的基础上,分析并讨论了某步长最小均方滤波器在一定光纤色散情况下所需的抽头数和收敛的抽头权重分布。

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