Presentation Information
[BPO-1-03]Performance Evaluation of Mixture Reservoir Computing for Fiber Nonlinearity Compensation
〇Huangcheng Zhang1, Uchide Shunya1, Soya Shimomura1, Kensuke Sato1, Moriya Nakamura1 (1. Meiji Univ.)
Keywords:
Reservoir Computing,Optical Fiber Transmission,Nonlinear Compensation
Reservoir computing (RC)-based methods have been investigated for compensating dispersion and nonlinear effects in optical fiber transmission. In this study, we use a mixed RC consisting of linear and nonlinear nodes. We varied the mixture ratio and spectral radius and investigated their effects on the nonlinear compensation performance of the reservoir.