Calculation of mutual information for nonlinear communication channel at large SNR
I. S. Terekhov, A. V. Reznichenko, S. K. Turitsyn

TL;DR
This paper uses the path-integral method to analytically evaluate the mutual information of a nonlinear Schrödinger channel with Gaussian noise at high SNR, providing insights into nonlinear effects in optical communications.
Contribution
It introduces a perturbative approach to compute the first nonlinear correction to mutual information in a nonlinear Schrödinger channel at large SNR.
Findings
Derived the first nonlinear correction to mutual information
Presented a perturbative expansion suitable for high SNR analysis
Applicable to fiber optical communication channels
Abstract
Using the path-integral technique we examine the mutual information for the communication channel modelled by the nonlinear Schr\"odinger equation with additive Gaussian noise. The nonlinear Schr\"odinger equation is one of the fundamental models in nonlinear physics, and it has a broad range of applications, including fiber optical communications --- the backbone of the Internet. At large signal-to-noise ratio () we present the mutual information through the path-integral which is convenient for the perturbative expansion in nonlinearity. In the limit of small noise and small nonlinearity we derive analytically the first nonzero nonlinear correction to the mutual information for the channel.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
