DOI: 10.11648/j.awcn.20261101.12 ISSN: 2575-596X

Mathematical Modeling of Electromagnetic Wave Propagation and Non-linear Effects in Single-mode Optical Fibers

Randriana Erica, Ando Andriamanalina
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Modern high-capacity optical fiber communication systems rely fundamentally on accurate mathematical models capable of describing the complex mechanisms governing optical pulse propagation in dielectric waveguides. As transmission rates and propagation distances continue to increase, the combined effects of chromatic dispersion and optical nonlinearities become increasingly significant and must be carefully considered in the design and optimization of advanced communication links. This article presents a unified mathematical framework for modeling light propagation in single-mode optical fibers, starting from Maxwell’s macroscopic equations and progressively deriving the wave equation, the slowly varying envelope approximation, the Nonlinear Schrödinger Equation (NLSE), and its generalized form, the Generalized Nonlinear Schrödinger Equation (GNLSE). The formulation provides a consistent description of the main linear and nonlinear phenomena affecting optical signals during propagation. Particular attention is devoted to chromatic dispersion, group velocity dispersion (GVD), higher-order dispersion effects, fiber attenuation, and Kerr-induced nonlinear interactions, including Self-Phase Modulation (SPM), Cross-Phase Modulation (XPM), and Four-Wave Mixing (FWM). The physical origin and mathematical representation of these mechanisms are examined to clarify their influence on pulse shape, temporal broadening, spectral evolution, and transmission performance. Numerical simulations based on the Split-Step Fourier Method (SSFM) are implemented in Python to solve the propagation equations efficiently and investigate the evolution of optical pulses along standard SMF-28 transmission links. The simulations illustrate characteristic effects such as dispersion-induced pulse broadening, nonlinear frequency chirping, spectral modification, and the formation and propagation of optical solitons resulting from the balance between anomalous dispersion and Kerr nonlinearity. The impact of these propagation effects on system performance is also evaluated through bit error rate (BER) degradation and signal distortion. By combining theoretical derivations, numerical modeling, and physical interpretation, this study establishes a comprehensive framework connecting fundamental electromagnetic theory with practical fiber-optic transmission analysis. The proposed approach provides useful guidelines for understanding propagation limitations, optimizing system parameters, and developing next-generation high-capacity optical communication networks, particularly for terabit-scale and ultra-long-haul transmission systems in which dispersion and nonlinear effects represent major constraints on achievable performance.

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