[TuB2] Ultra-Wideband Transmission

11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)

[TuB2-3] Power Equalization with Network Dimension Based on Raman Amplifier in C+L-band Optical Network

Rongrong Ruan¹, Yajie Li¹, ○Yingbo Fan¹, Jia Chen¹, Yongli Zhao¹, Jie Zhang¹ (1.Beijing University of Posts and Telecommunications)

Keywords:

Artificial intelligence and machine learning for optical transmission systems and subsystems,Modeling of transmission,of capacity or reach limits of transmission systems,Transmission impairments and their mitigations

We propose a power equalization with network dimension using reinforcement learning based on Raman amplifier, achieving 1.13 dB average GSNR gain and 0.32 dB standard deviation reduction in C+L-band systems with multiple loads