Title :
A Fokker-Planck differential equation approach for the zero-dispersion optical fiber channel
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 :
Optical fiber channels modeled by the stochastic nonlinear Schrödinger equation and operating at zero dispersion are considered in this paper. As a result of the Kerr nonlinearity and its interaction with amplified spontaneous emission noise, the amplitude and phase channels correlate with each other and the statistics of the received signal are non-Gaussian. In order to find the capacity of such a nonlinear channel, one must find the conditional probability density function (PDF) of the channel output given channel input. The complex zero-dispersion channel (viewed as an instance of the Langevin equation) is transformed to polar coordinates using Itô calculus, where the cubic nonlinearity appears to be more tractable. A method is introduced based on the Fokker-Planck differential equation, known in the statistical physics, to describe the PDF of the received signal.
Keywords :
Fokker-Planck equation; Schrodinger equation; differential equations; nonlinear equations; optical Kerr effect; optical fibre communication; optical fibre dispersion; Fokker-Planck differential equation; Ito calculus; Kerr nonlinearity; amplitude channels; phase channels; probability density function; stochastic nonlinear Schrödinger equation; zero-dispersion optical fiber channel; Differential equations; Noise level; Nonlinear equations; Optical fiber dispersion; Optical fibers; Optical noise; Phase noise; Spontaneous emission; Statistics; Stochastic resonance; Kerr nonlinearity; Optical fiber; information theory; stochastic calculus;
Conference_Titel :
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-7890-3
Electronic_ISBN :
978-1-4244-7891-0
DOI :
10.1109/ISIT.2010.5513247