Modeling errors in long-haul optical fiber transmission systems by using instantons and Edgeworth expansion

Miloš Ivković, Ivan B Djordjevic, Predrag Rajković, Bane V Vasic

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this work we use a new approach to model error events in long-haul optical fiber transmission systems. Existing approaches for obtaining probability density functions (PDFs) rely on numerical simulations or analytical approximations. Numerical simulations make far tails of the PDFs difficult to obtain, while analytical approximations are often inaccurate, as they neglect nonlinear interaction between pulses and noise. Our approach combines the instanton method from statistical mechanics, to model far tails of the PDFs, with numerical simulations to refine the middle part of the PDFs. We combine the two methods by using an orthogonal polynomial expansion constructed specifically for this problem. We demonstrate the approach on an example of a specific submarine transmission system.

Original languageEnglish (US)
Title of host publicationIEEE International Conference on Communications
Pages2313-2317
Number of pages5
DOIs
StatePublished - 2007
Event2007 IEEE International Conference on Communications, ICC'07 - Glasgow, Scotland, United Kingdom
Duration: Jun 24 2007Jun 28 2007

Other

Other2007 IEEE International Conference on Communications, ICC'07
CountryUnited Kingdom
CityGlasgow, Scotland
Period6/24/076/28/07

Fingerprint

Probability density function
Optical fibers
Computer simulation
Statistical mechanics
Polynomials

ASJC Scopus subject areas

  • Media Technology

Cite this

Modeling errors in long-haul optical fiber transmission systems by using instantons and Edgeworth expansion. / Ivković, Miloš; Djordjevic, Ivan B; Rajković, Predrag; Vasic, Bane V.

IEEE International Conference on Communications. 2007. p. 2313-2317 4289059.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ivković, M, Djordjevic, IB, Rajković, P & Vasic, BV 2007, Modeling errors in long-haul optical fiber transmission systems by using instantons and Edgeworth expansion. in IEEE International Conference on Communications., 4289059, pp. 2313-2317, 2007 IEEE International Conference on Communications, ICC'07, Glasgow, Scotland, United Kingdom, 6/24/07. https://doi.org/10.1109/ICC.2007.388
Ivković, Miloš ; Djordjevic, Ivan B ; Rajković, Predrag ; Vasic, Bane V. / Modeling errors in long-haul optical fiber transmission systems by using instantons and Edgeworth expansion. IEEE International Conference on Communications. 2007. pp. 2313-2317
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