TY - GEN
T1 - Dynamic complex deep Neural Network Nonlinear Equalizer for 64 QAM Long-haul Transmission Systems
AU - Yadav, Govind Sharan
AU - Tsuritani, Takehiro
AU - Beppu, Shohei
AU - Takahashi, Hidenori
AU - Morita, Itsuro
AU - Feng, Kai Ming
AU - Yan, Jhih Heng
N1 - Publisher Copyright:
© 2019 The Institute of Electronics, Information and Communication Engineers (IEICE).
PY - 2019/7
Y1 - 2019/7
N2 - We implemented a two-hidden-layer dynamic complex deep neural network nonlinear equalizer which outperforms the linear equalizer, static and dynamic single hidden layer CDNN-NLE by 1.38-dB, 1.01-dB and 0.62-dB for a 34-GBaud/s, 64-QAM signal over 1200-km.
AB - We implemented a two-hidden-layer dynamic complex deep neural network nonlinear equalizer which outperforms the linear equalizer, static and dynamic single hidden layer CDNN-NLE by 1.38-dB, 1.01-dB and 0.62-dB for a 34-GBaud/s, 64-QAM signal over 1200-km.
KW - adaptive machine learning method
KW - bit error rate
KW - complex deep artificial neural network
KW - deep learning
UR - http://www.scopus.com/inward/record.url?scp=85072323065&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85072323065&partnerID=8YFLogxK
U2 - 10.23919/PS.2019.8818144
DO - 10.23919/PS.2019.8818144
M3 - Conference contribution
AN - SCOPUS:85072323065
T3 - OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019
BT - OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing, OECC/PSC 2019
Y2 - 7 July 2019 through 11 July 2019
ER -