Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование
Nonlinearity compensation techniques using machine learning. / Sygletos, Stylianos; Redyuk, Alexey; Sidelnikov, Oleg.
Signal Processing in Photonic Communications, SPPCom 2019. OSA - The Optical Society, 2019. (Optics InfoBase Conference Papers; Том Part F137-SPPCom 2019).Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование
}
TY - GEN
T1 - Nonlinearity compensation techniques using machine learning
AU - Sygletos, Stylianos
AU - Redyuk, Alexey
AU - Sidelnikov, Oleg
PY - 2019/1/1
Y1 - 2019/1/1
N2 - We discuss our recent work on machine learning based nonlinear equalization in long haul transmission sytems. We show that dynamic multi-perceptron networks can deal with the memory properties of the fibre c hannel and provide e fficient mitigation of nonlinear impairments at lower computational cost when compared to conventional digital back propagation methods.
AB - We discuss our recent work on machine learning based nonlinear equalization in long haul transmission sytems. We show that dynamic multi-perceptron networks can deal with the memory properties of the fibre c hannel and provide e fficient mitigation of nonlinear impairments at lower computational cost when compared to conventional digital back propagation methods.
UR - http://www.scopus.com/inward/record.url?scp=85077209495&partnerID=8YFLogxK
U2 - 10.1364/SPPCOM.2019.SpT2E.2
DO - 10.1364/SPPCOM.2019.SpT2E.2
M3 - Conference contribution
AN - SCOPUS:85077209495
T3 - Optics InfoBase Conference Papers
BT - Signal Processing in Photonic Communications, SPPCom 2019
PB - OSA - The Optical Society
T2 - Signal Processing in Photonic Communications, SPPCom 2019
Y2 - 29 July 2019
ER -
ID: 22998599