Reservoir computing for equalization in a self-coherent receiver scheme

被引:0
|
作者
Zelaci, Aimen [1 ]
Masaad, Sarah [2 ]
Bienstman, Peter [2 ]
机构
[1] Ghent Univ imec, IDLab, Dept Informat Technol, Ghent, Belgium
[2] Ghent Univ Imec, Dept Informat Technol, Photon Res Grp, Ghent, Belgium
来源
OPTICS EXPRESS | 2024年 / 32卷 / 23期
基金
欧盟地平线“2020”;
关键词
Photonic devices - Quadrature amplitude modulation;
D O I
10.1364/OE.534576
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Short-reach optical networks, the backbone of data centers, face a significant challenge: transmitting high data rates at low cost and low energy consumption. While coherent signals can carry high data rates, coherent receivers are expensive and complex. Also, to equalize channel dispersion, they rely on digital signal processing modules, which consume large amounts of power and introduce more latency. Photonic reservoirs emerged as a way to process these signals in the analog optical domain, alleviating the power consumption and latency issues in state-of-the-art receivers. In this work, we show in simulations that a photonic reservoir combined with a self-coherent photonic receiver achieves a BER of 3.8 x 10-3 for a 32 Gbaud 16-QAM signal and an 80 km link, requiring a low CSPR of 3 dB compared to state-of-the-art self-coherent receivers.
引用
收藏
页码:40326 / 40339
页数:14
相关论文
共 50 条
  • [1] Self-Coherent Receiver for PolMUX Coherent Signals
    Li, J.
    Schmidt-Langhorst, C.
    Schmogrow, R.
    Hillerkuss, D.
    Lauermann, M.
    Winter, M.
    Worms, K.
    Schubert, C.
    Koos, C.
    Freude, W.
    Leuthold, J.
    2011 OPTICAL FIBER COMMUNICATION CONFERENCE AND EXPOSITION (OFC/NFOEC) AND THE NATIONAL FIBER OPTIC ENGINEERS CONFERENCE, 2011,
  • [2] A self-coherent receiver for detection of PolMUX coherent signals
    Li, Jingshi
    Schmogrow, Rene
    Hillerkuss, David
    Schindler, Philipp C.
    Nazarathy, Moshe
    Schmidt-Langhorst, Carsten
    Ezra, Shalva-Ben
    Tselniker, Igor
    Koos, Christian
    Freude, Wolfgang
    Leuthold, Juerg
    OPTICS EXPRESS, 2012, 20 (19): : 21413 - 21433
  • [3] Compact and scalable polarimetric self-coherent receiver using a dielectric metasurface
    Soma, Go
    Nomoto, Yoshiro
    Umezawa, Toshimasa
    Yoshida, Yuki
    Nakano, Yoshiaki
    Tanemura, Takuo
    OPTICA, 2023, 10 (05): : 604 - 611
  • [4] Self-Coherent Receiver Based on a Recurrent Optical Spectrum Slicing Neuromorphic Accelerator
    Sozos, Kostas
    Deligiannidis, Stavros
    Mesaritakis, Charis
    Bogris, Adonis
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2023, 41 (09) : 2666 - 2674
  • [5] Asymmetric self-coherent detection
    Li, Xueyang
    O'Sullivan, Maurice
    Xing, Zhenping
    Alam, Md Samiul
    Mousa-Pasandi, Mohammad E.
    Plant, David, V
    OPTICS EXPRESS, 2021, 29 (16): : 25412 - 25427
  • [6] Complementary Polarization-Diversity Coherent Receiver for Self-Coherent Homodyne Detection With Rapid Polarization Tracking
    Ji, Honglin
    Li, Jingchi
    Li, Xingfeng
    Dong, Shuangyu
    Xu, Zhaopeng
    Su, Yikai
    Shieh, William
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2022, 40 (09) : 2773 - 2779
  • [7] Digital self-coherent detection
    Liu, Xiang
    Chandrasekhar, S.
    Leven, Andreas
    OPTICS EXPRESS, 2008, 16 (02): : 792 - 803
  • [8] MIMO Self-Coherent OFDM
    Jin, Qianyu
    Hong, Yi
    Viterbo, Emanuele
    2017 IEEE 86TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2017,
  • [9] Self-Coherent Transmission Using Metasurface-based Stokes-Vector Receiver
    Soma, Go
    Nomoto, Yoshiro
    Umezawa, Toshimasa
    Yoshida, Yuki
    Nakano, Yoshiaki
    Tanemura, Takuo
    2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC, 2023,
  • [10] Coherent all Optical Reservoir Computing for Equalization of Impairments in Coherent Fiber Optic Communication Systems
    Kumar, Shiva
    Maghrabi, Mahmoud M. T.
    Bakr, Mohamed H.
    Hirooka, Toshihiko
    Nakazawa, Masataka
    IEEE PHOTONICS JOURNAL, 2024, 16 (05):