Keykhosravi Kamran, Durisi Giuseppe, Agrell Erik
Department of Electrical Engineering, Chalmers University of Technology, 41296 Gothenburg, Sweden.
Entropy (Basel). 2019 Aug 5;21(8):760. doi: 10.3390/e21080760.
A number of simplified models, based on perturbation theory, have been proposed for the fiber-optical channel and have been extensively used in the literature. Although these models are mainly developed for the low-power regime, they are used at moderate or high powers as well. It remains unclear to what extent the capacity of these models is affected by the simplifying assumptions under which they are derived. In this paper, we consider single-channel data transmission based on three continuous-time optical models: (i) a regular perturbative channel, (ii) a logarithmic perturbative channel, and (iii) the stochastic nonlinear Schrödinger (NLS) channel. To obtain analytically tractable discrete-time models, we consider zero-dispersion fibers and a sampling receiver. We investigate the per-sample capacity of these models. Specifically, (i) we establish tight bounds on the capacity of the regular perturbative channel; (ii) we obtain the capacity of the logarithmic perturbative channel; and (iii) we present a novel upper bound on the capacity of the zero-dispersion NLS channel. Our results illustrate that the capacity of these models departs from each other at high powers because these models yield different capacity pre-logs. Since all three models are based on the same physical channel, our results highlight that care must be exercised in using simplified channel models in the high-power regime.
基于微扰理论,人们已经提出了许多用于光纤信道的简化模型,并在文献中得到了广泛应用。尽管这些模型主要是针对低功率情况开发的,但在中等或高功率情况下也会使用。目前尚不清楚这些模型的容量在多大程度上受到其推导所依据的简化假设的影响。在本文中,我们考虑基于三种连续时间光学模型的单通道数据传输:(i)常规微扰信道,(ii)对数微扰信道,以及(iii)随机非线性薛定谔(NLS)信道。为了获得易于进行解析处理的离散时间模型,我们考虑零色散光纤和采样接收机。我们研究这些模型的每样本容量。具体而言,(i)我们为常规微扰信道的容量建立了严格的界限;(ii)我们得到了对数微扰信道的容量;(iii)我们给出了零色散NLS信道容量的一个新的上界。我们的结果表明,这些模型的容量在高功率情况下彼此不同,因为这些模型产生不同的容量预对数。由于所有这三种模型都基于相同的物理信道,我们的结果突出表明,在高功率情况下使用简化信道模型时必须谨慎。