Coherent chaotic optical communication of 30 Gb/s over 340-km fiber transmission via deep learning

被引:47
作者
Yang, Zhao [1 ]
Ke, Junxiang [1 ]
Zhuge, Qunbi [1 ]
Hu, Weisheng [1 ]
Yi, Lilin [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Elect Engn, State Key Lab Adv Opt Commun Syst & Networks, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
COMPENSATION;
D O I
10.1364/OL.453696
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Chaotic optical communication has attracted much attention as a hardware encryption method in the physical layer. Limited by the requirements of chaotic hardware synchronization, fiber transmission impairments are restrictedly compensated in the optical domain. There has been little experimental demonstration of high-speed and long-distance chaotic optical communication systems. Here, we propose a method to overcome such limitations. Using a deep-learning model to realize chaotic synchronization in the digital domain, fiber transmission impairments can be compensated by digital-signal processing (DSP) algorithms with coherent detection. A successful transmission of 30 Gb/s quadrature phase-shift keying messages hidden in a 15 GHz wideband chaotic optical carrier was experimentally demonstrated over a 340-km fiber link. Meanwhile, the chaotic receiver can be significantly simplified without compromising security. The proposed method is a possible way to promote the practical application of chaotic optical communications. (C) 2022 Optica Publishing Group
引用
收藏
页码:2650 / 2653
页数:4
相关论文
共 21 条
[1]  
Agrawal GP, 2000, LECT NOTES PHYS, V542, P195
[2]   Secure communications of CAP-4 and OOK signals over MMF based on electro-optic chaos [J].
Ai, Jianzhou ;
Wang, Lulu ;
Wang, Jian .
OPTICS LETTERS, 2017, 42 (18) :3662-3665
[3]   Chaos-based communications at high bit rates using commercial fibre-optic links [J].
Argyris, A ;
Syvridis, D ;
Larger, L ;
Annovazzi-Lodi, V ;
Colet, P ;
Fischer, I ;
García-Ojalvo, J ;
Mirasso, CR ;
Pesquera, L ;
Shore, KA .
NATURE, 2005, 438 (7066) :343-346
[4]   High-speed optical secure communication with an external noise source and an internal time-delayed feedback loop [J].
Fu, Yudi ;
Cheng, Mengfan ;
Jiang, Xingxing ;
Yu, Quan ;
Huang, Linbojie ;
Deng, Lei ;
Liu, Deming .
PHOTONICS RESEARCH, 2019, 7 (11) :1306-1313
[5]   An Extended Kalman Filtering Approach to Nonlinear Time-Delay Systems: Application to Chaotic Secure Communications [J].
Hugues-Salas, Oscar ;
Shore, K. Alan .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2010, 57 (09) :2520-2530
[6]   Coherent detection in optical fiber systems [J].
Ip, Ezra ;
Lau, Alan Pak Tao ;
Barros, Daniel J. F. ;
Kahn, Joseph M. .
OPTICS EXPRESS, 2008, 16 (02) :753-791
[7]   A ROBUST METHOD TO ESTIMATE THE MAXIMAL LYAPUNOV EXPONENT OF A TIME-SERIES [J].
KANTZ, H .
PHYSICS LETTERS A, 1994, 185 (01) :77-87
[8]   32 Gb/s chaotic optical communications by deep-learning-based chaos synchronization [J].
Ke, Junxiang ;
Yi, Lilin ;
Yang, Zhao ;
Yang, Yunpeng ;
Zhuge, Qunbi ;
Chen, Yaping ;
Hu, Weisheng .
OPTICS LETTERS, 2019, 44 (23) :5776-5779
[9]   Chaos Synchronization Error Compensation by Neural Network [J].
Ke, Junxiang ;
Yi, Lilin ;
Hu, Weisheng .
IEEE PHOTONICS TECHNOLOGY LETTERS, 2019, 31 (13) :1104-1107
[10]   Chaotic optical communications over 100-km fiber transmission at 30-Gb/s bit rate [J].
Ke, Junxiang ;
Yi, Lilin ;
Xia, Guangqiong ;
Hu, Weisheng .
OPTICS LETTERS, 2018, 43 (06) :1323-1326