RNN-LSTM model for reliable optical transmission in flexible switching network systems

Data traffic is rapidly growing due to e-commerce, digital communication, and the digital world. Optical networks must provide a better solution to enhance transmission and improve service with cost efficiency. Considerable investigations of the 64QAM (Quadrature Amplitude Modulation) model have bee...

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Veröffentlicht in:	Wireless networks 2024-04, Vol.30 (3), p.1575-1589
1. Verfasser:	Almawgani, Abdulkarem H. M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Communication Communication networks Communications Engineering Communications networks Communications traffic Computer Communication Networks Data communication Data transmission Datasets Efficiency Electrical Engineering Engineering Gaussian process IT in Business Machine learning Network topologies Networks Optical communication Original Paper Parameters Provisioning Quadrature amplitude modulation Recurrent neural networks Signal to noise ratio Trajectory planning Transmission efficiency
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