Data-driven Optical Fiber Channel Modeling: A Deep Learning Approach - Wang, Danshi; Song, Yuchen; Li, Jin; Qin, Jun; Yang, Tao; Zhang, Min; Chen, Xue; Boucouvalas, Anthony C. (Journal of lightwave technology, 2020)
Keywords: Algorithms; bidirectional long short-term memory (BiLSTM); Communications systems; Computer networks; Computer simulation; Computing time; data driven; Deep learning; fiber channel modeling; Iterative methods; Keying; Machine learning; Mathematical model; Modelling; Optical communication; Optical fiber communication; Optical fiber dispersion; Optical fiber theory; Optical fibers; Optical transmitters; Pulse amplitude modulation; Transfer functions; Waveforms