TY - JOUR

T1 - Application of combined optical signal processing methods to compensate for nonlinear effects in fibre-optic communication links

AU - Skidin, A. S.

AU - Sidelnikov, O. S.

AU - Fedoruk, M. P.

PY - 2018/1/1

Y1 - 2018/1/1

N2 - We report on the use of complex quadrature amplitude signal processing methods based on a combination of static neural networks and special modulation techniques. The conditions are found that allow one to construct the most effective combination of signal processing methods for transmitting signals with considerable power (in the nonlinear regime). Using analytical methods, it is shown how the statistical properties of a signal affect the efficiency of combined processing methods.

AB - We report on the use of complex quadrature amplitude signal processing methods based on a combination of static neural networks and special modulation techniques. The conditions are found that allow one to construct the most effective combination of signal processing methods for transmitting signals with considerable power (in the nonlinear regime). Using analytical methods, it is shown how the statistical properties of a signal affect the efficiency of combined processing methods.

KW - Modulation

KW - Neural networks

KW - Nonlinear effects

KW - Optical fibre

UR - http://www.scopus.com/inward/record.url?scp=85059066720&partnerID=8YFLogxK

U2 - 10.1070/QEL16849

DO - 10.1070/QEL16849

M3 - Article

AN - SCOPUS:85059066720

VL - 48

SP - 1160

EP - 1163

JO - Quantum Electronics

JF - Quantum Electronics

SN - 1063-7818

IS - 12

ER -