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Bayesian optimization-based algorithm to improve the quality of transmission estimation

Abstract : We propose a Bayesian Optimization-based algorithm to assess the optical parameters that are taken as input by the QoT computation tool. The method reduces the error in computed OSNR down to 0.07dB.
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https://hal.archives-ouvertes.fr/hal-03254064
Contributor : Noel Crespi <>
Submitted on : Tuesday, June 8, 2021 - 3:41:08 PM
Last modification on : Tuesday, July 13, 2021 - 3:09:03 AM

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  • HAL Id : hal-03254064, version 1

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Reda Ayassi, Ahmed Triki, Esther Le Rouzic, Noel Crespi, Roberto Minerva. Bayesian optimization-based algorithm to improve the quality of transmission estimation. Advanced Photonics Conference 2021, Jul 2021, Washington DC (virtual), United States. pp.3055 - 3063. ⟨hal-03254064⟩

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