RNN-LSTM model for reliable optical transmission in flexible switching network systems - Almawgani, Abdulkarem H. M. (Wireless networks, 2024)
Keywords: 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; RNN; LSTM; Quality of transmission; Optical communication network; Deep learning algorithm