TY - GEN
T1 - An upstream scheme with deep learning-assisted receiver for DSP- based TDM-PON
AU - Wang, Rui
AU - Yang, Hui
AU - Xing, Huanlai
AU - Zhang, Xianzhuo
AU - Sha, Binbin
N1 - Funding Information:
This work was supported by the National Natural Science Foundation of China (NSFC, No. 61505168) and supported by the Fundamental Research Funds for the Central Universities (2682017CX100).
Publisher Copyright:
Asia Communications and Photonics Conference (ACP) © OSA 2019
PY - 2019/11
Y1 - 2019/11
N2 - A Deep Learning (DL)-assisted receiver scheme is proposed for TDM-PON with DSP methods. Simulation results confirm that the DL method is more appropriate for higher-order modulated and longer-distance system, compared to the traditional LS and MMSE.
AB - A Deep Learning (DL)-assisted receiver scheme is proposed for TDM-PON with DSP methods. Simulation results confirm that the DL method is more appropriate for higher-order modulated and longer-distance system, compared to the traditional LS and MMSE.
UR - http://www.scopus.com/inward/record.url?scp=85079805845&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85079805845
T3 - Asia Communications and Photonics Conference, ACP
BT - 2019 Asia Communications and Photonics Conference, ACP 2019 - Proceedings
PB - OSA - The Optical Society
T2 - 2019 Asia Communications and Photonics Conference, ACP 2019
Y2 - 2 November 2019 through 5 November 2019
ER -