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具有模式相关损耗的光空间分割复用(SDM)系统中最优多输入多输出(MIMO)线性接收机的误码率(BER)分析

BER analysis of an optimum MIMO linear receiver in optical SDM systems with mode-dependent loss.

作者信息

Torres Luis M, Cañete Francisco J, Díez Luis

出版信息

Opt Express. 2023 Sep 25;31(20):31671-31686. doi: 10.1364/OE.487066.

DOI:10.1364/OE.487066
PMID:37858987
Abstract

Multiple-input multiple-output (MIMO) receivers designed to optimize the minimum mean square error (MMSE) are a common choice in coherent optical communication systems based on spatial division multiplexing (SDM). This kind of receivers naturally integrate both MIMO equalization and matched filtering functions. However, when the optical channel exhibits significant mode-dependent loss (MDL) and/or mode-dependent gain (MDG), the impact of inter-symbol interference (ISI) and crosstalk that arise, even using an ideal MIMO MMSE linear receiver, is barely analyzed. Moreover, due to the random nature of the MDL/MDG model, the resulting ISI, crosstalk, and bit error rate (BER) also become random variables and, hence the system performance is more unpredictable. In this paper, we first evaluate the residual distortion (ISI and crosstalk) after the MIMO receiver and then we study the validity of assuming it as an additional Gaussian noise term independent of the channel noise. Next, the probability density distribution (PDF) of the BER is analyzed, from both an analytical perspective and numerical simulations. For the latter, we use a single-carrier 2-PAM (pulse amplitude modulation) system, with pulse shaping, and the MIMO MMSE receiver implementation by means of a MIMO fractionally-spaced equalizer (FSE). We carry out simulations of the system under different conditions of MDL/MDG level and signal to noise ratio (SNR), measured at the receiver input. Additionally, we address possible fits of the BER PDF to known closed-form distributions, among which the Generalized Extreme Value (GEV) family of distributions is selected, and polynomial functions are proposed that relate the system parameters with the GEV PDF parameters. Finally, we present contour maps of BER according to a giving target of system outage probability (OP) that depend on the MDL/MDG and SNR conditions.

摘要

旨在优化最小均方误差(MMSE)的多输入多输出(MIMO)接收机是基于空分复用(SDM)的相干光通信系统中的常见选择。这种接收机自然地集成了MIMO均衡和匹配滤波功能。然而,当光信道呈现出显著的模式相关损耗(MDL)和/或模式相关增益(MDG)时,即使使用理想的MIMO MMSE线性接收机,符号间干扰(ISI)和串扰的影响也几乎没有得到分析。此外,由于MDL/MDG模型的随机性,由此产生的ISI、串扰和误码率(BER)也成为随机变量,因此系统性能更难以预测。在本文中,我们首先评估MIMO接收机后的残余失真(ISI和串扰),然后研究将其假定为与信道噪声无关的附加高斯噪声项的有效性。接下来,从分析和数值模拟两个角度分析BER的概率密度分布(PDF)。对于数值模拟,我们使用具有脉冲整形的单载波2-PAM(脉冲幅度调制)系统,以及通过MIMO分数间隔均衡器(FSE)实现的MIMO MMSE接收机。我们在接收机输入端测量的不同MDL/MDG水平和信噪比(SNR)条件下对系统进行仿真。此外,我们探讨了BER PDF与已知闭合形式分布的可能拟合情况,其中选择了广义极值(GEV)分布族,并提出了将系统参数与GEV PDF参数相关联的多项式函数。最后,我们根据给定的系统中断概率(OP)目标给出了BER的等高线图,该图取决于MDL/MDG和SNR条件。

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