Title :
Pattern Perturbation Method for Multicanonical Monte Carlo Simulations in Optical Communications
Author :
Gerardi, Luca ; Secondini, Marco ; Forestieri, Enrico
Author_Institution :
Scuola Superiore Santa Anna, Pisa
Abstract :
In this letter, we present a novel method to efficiently account for pattern dependence in the bit-error-ratio (BER) estimation of an optical communication system through multi-canonical Monte Carlo (MMC) simulations. The proposed method considers the transmitted pattern as random, extending the MMC random-walk to the overall state space comprising noise and pattern. The resulting complexity is only linear in the intersymbol interference length, allowing us to account for long pattern dependence in a feasible computational time. The accuracy of the method is confirmed by the agreement of simulations with the exact probability density functions and BER values evaluated through the Karhunen-Loeve series expansion method.
Keywords :
Monte Carlo methods; error statistics; optical communication; Karhunen-Loeve series expansion method; bit-error-ratio; exact probability density functions; intersymbol interference length; multicanonical Monte Carlo simulations; optical communications; pattern perturbation method; Bit error rate; Computational modeling; Intersymbol interference; Monte Carlo methods; Optical fiber communication; Optical noise; Perturbation methods; Probability density function; State-space methods; Vectors; Communication system performance; Monte Carlo methods; intersymbol interference (ISI); multicanonical Monte Carlo (MMC) simulations;
Journal_Title :
Photonics Technology Letters, IEEE
DOI :
10.1109/LPT.2007.908778