Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping. / Sidelnikov, O. S.; Skidin, A. S.; Sygletos, S. et al.
Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. Vol. Part F98-BGPPM 2018 OSA Publishing, 2018. (Optics InfoBase Conference Papers; Vol. Part F98-BGPPM 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
}
TY - GEN
T1 - Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping
AU - Sidelnikov, O. S.
AU - Skidin, A. S.
AU - Sygletos, S.
AU - Fedoruk, M. P.
PY - 2018/1/1
Y1 - 2018/1/1
N2 - We propose a combined approach to mitigate nonlinear fiber effects based on both the probabilistic shaping and static neural networks. We show that such combination can expand the system reach by 25-35%.
AB - We propose a combined approach to mitigate nonlinear fiber effects based on both the probabilistic shaping and static neural networks. We show that such combination can expand the system reach by 25-35%.
UR - http://www.scopus.com/inward/record.url?scp=85051254266&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/d3b330d0-6f8b-32ba-aa7e-52a65b16fe44/
U2 - 10.1364/BGPPM.2018.JTu5A.48
DO - 10.1364/BGPPM.2018.JTu5A.48
M3 - Conference contribution
AN - SCOPUS:85051254266
SN - 9781943580439
VL - Part F98-BGPPM 2018
T3 - Optics InfoBase Conference Papers
BT - Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018
PB - OSA Publishing
T2 - Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018
Y2 - 2 July 2018 through 5 July 2018
ER -
ID: 16061541