Title :
Information Transmission Using the Nonlinear Fourier Transform, Part II: Numerical Methods
Author :
Yousefi, Mansoor I. ; Kschischang, Frank R.
Author_Institution :
Edward S. Rogers Sr. Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
Abstract :
In this paper, numerical methods are suggested to compute the discrete and the continuous spectrum of a signal with respect to the Zakharov-Shabat system, a Lax operator underlying numerous integrable communication channels including the nonlinear Schrödinger channel, modeling pulse propagation in optical fibers. These methods are subsequently tested and their ability to estimate the spectrum are compared against each other. These methods are used to compute the spectrum of various signals commonly used in the optical fiber communications. It is found that the layer peeling and the spectral methods are suitable schemes to estimate the nonlinear spectra with good accuracy. To illustrate the structure of the spectrum, the locus of the eigenvalues is determined under amplitude and phase modulation in a number of examples. It is observed that in some cases, as signal parameters vary, eigenvalues collide and change their course of motion. The real axis is typically the place from which new eigenvalues originate or, are absorbed into after traveling a trajectory in the complex plane.
Keywords :
Fourier transforms; Schrodinger equation; amplitude modulation; eigenvalues and eigenfunctions; nonlinear equations; optical fibre communication; optical modulation; phase modulation; spectral analysis; Lax operator; Zakharov-Shabat system; amplitude modulation; communication channels; continuous spectrum; eigenvalues; information transmission; layer peeling methods; nonlinear Fourier transform; nonlinear Schrödinger channel; nonlinear spectra; numerical methods; optical fiber communications; phase modulation; pulse propagation; signal spectrum; Eigenvalues and eigenfunctions; Equations; Fourier transforms; Mathematical model; Nonlinear optics; Optical propagation; Time-domain analysis; Optical fiber communication; Zakharov-Shabat spectral problem; forward nonlinear Fourier transform; numerical methods; operator eigenproblem;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2321151