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Applications of Machine Learning in Optical Communications and Networks

Optical Fiber Communications Conference and Exhibition, 2020
We discuss various applications of machine learning techniques in different aspects of optical communications and networking including optical performance monitoring, fiber nonlinearity compensation, cognitive network failure prediction, dynamic planning
F. Khan   +5 more
semanticscholar   +1 more source

High-speed III-V based avalanche photodiodes for optical communications—the forefront and expanding applications

, 2020
Avalanche photodiodes (APDs), i.e., semiconductor devices, which convert and amplify optical signals into electrical signals, are used for optical communications and for imaging and medical applications.
M. Nada   +7 more
semanticscholar   +1 more source

Chaotic optical communications over 100-km fiber transmission at 30-Gb/s bit rate.

Optics Letters, 2018
For the first time, to the best of our knowledge, we experimentally demonstrate a successful 30-Gb/s signal transmission of a duobinary message hidden in a chaotic optical carrier over 100-km fiber.
Junxiang Ke, L. Yi, G. Xia, Weisheng Hu
semanticscholar   +1 more source

32  Gb/s chaotic optical communications by deep-learning-based chaos synchronization.

Optics Letters, 2019
Chaotic optical communications were originally proposed to provide high-level physical layer security for optical communications. Limited by the difficulty of chaos synchronization, there has been little experimental demonstration of high-speed chaotic ...
Junxiang Ke   +6 more
semanticscholar   +1 more source

Optical Communications for Short Reach

European Conference on Optical Communication, 2019
We review the evolution of fiber-optic communication systems employing intensity modulation and direct detection through several generations, present how chromatic dispersion both prevents and facilitates larger bitrate-distance products, and conclude on
M. Chagnon
semanticscholar   +1 more source

Free-space optical communications with quantum cascade lasers

OPTO, 2019
Free space optical (FSO) communications are a potential application envisioned for Quantum Cascade Lasers technology. In this paper, we sketch out the main market scenarii for FSO communications, where data channels should reach up to Tbit/s over ...
A. Delga, L. Leviandier
semanticscholar   +1 more source

NASA's Next Generation ≥100 Gbps Optical Communications Relay

IEEE Aerospace Conference, 2019
NASA's Space Communications and Navigation (SCaN) program is creating an operational optical communications network to complement its current radio frequency (RF) networks.
Elizabeth A. Park   +2 more
semanticscholar   +1 more source

Few-layer bismuthene for robust ultrafast photonics in C-Band optical communications

Nanotechnology, 2019
The ultrafast photonics of different conventional two-dimensional (2D) materials have been studied intensively. Few-layer structure bismuthene has been reported as a new type of 2D material with high efficient electronics, strong mechanics and ...
Penglai Guo   +6 more
semanticscholar   +1 more source

Challenges and Solutions for Cellular Based V2X Communications

IEEE Communications Surveys and Tutorials, 2021
Rose Qingyang Hu   +2 more
exaly  

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