Path-integral approach to mutual information calculation for nonlinear channel with small dispersion at large signal-to-noise ratio.

IF 2.4 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Physical Review E Pub Date : 2024-12-01 DOI:10.1103/PhysRevE.110.064152
A V Reznichenko, V O Guba
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Abstract

We consider the information fiber optical channel modeled by the nonlinear Schrodinger equation with additive Gaussian noise. Using path-integral approach and perturbation theory for the small dimensionless parameter of the second dispersion, we calculate the conditional probability density functional in the leading and next-to-leading order in the dimensionless second dispersion parameter associated with the input signal bandwidth. Taking into account the specific filtering of the output signal by the output signal receiver, we calculate the mutual information in the leading and next-to-leading order in the dispersion parameter and at large signal-to-noise ratio (SNR). Further, we find the explicit analytical expression for the mutual information in the case of the modified Gaussian input signal distribution taking into account the limited frequency bandwidth of the input signal. We explain the behavior of the mutual information as a function of the average input signal power and the input signal bandwidth in connection with the frequency broadening in the presence of small dispersion.

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大信噪比下小色散非线性信道互信息计算的路径积分方法。
考虑了具有加性高斯噪声的非线性薛定谔方程的信息光纤信道。利用路径积分法和微扰理论对二阶色散的小量纲参数进行了计算,得到了与输入信号带宽相关的二阶色散的前阶和次阶条件概率密度泛函。考虑到输出信号接收机对输出信号的特定滤波,在大信噪比条件下计算了色散参数前导和次导的互信息。进一步,在考虑输入信号带宽有限的情况下,我们得到了改进高斯输入信号分布情况下互信息的显式解析表达式。我们解释了互信息作为平均输入信号功率和输入信号带宽的函数的行为,并与小色散存在下的频率展宽有关。
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来源期刊
Physical Review E
Physical Review E PHYSICS, FLUIDS & PLASMASPHYSICS, MATHEMAT-PHYSICS, MATHEMATICAL
CiteScore
4.50
自引率
16.70%
发文量
2110
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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