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An optical performance monitoring model based on radial basis functions artificial neural network was proposed in this paper. This proposed model can simultaneously identify three kinds of impairments, namely optical signal-tonoise ratio, chromatic dispersion, and polarization-mode dispersion. These impairments were the main cause for optical channels quality deterioration in high bit-rate and transparent...