On the use of deep neural networks in optical communications

S Lohani, EM Knutson, M O'Donnell, SD Huver… - Applied …, 2018 - opg.optica.org
Information transfer rates in optical communications may be dramatically increased by
making use of spatially non-Gaussian states of light. Here, we demonstrate the ability of …

Estimating random amplitude polynomial phase signals: A cyclostationary approach

S Shamsunder, GB Giannakis… - IEEE Transactions on …, 1995 - ieeexplore.ieee.org
Modeling of a class of nonstationary signals with randomly time-varying amplitude and
parametric polynomial phase is addressed. A novel approach is proposed for the estimation …

Towards classification of experimental Laguerre–Gaussian modes using convolutional neural networks

S Sharifi, Y Banadaki, G Veronis… - Optical …, 2020 - spiedigitallibrary.org
Automated detection of orbital angular momentum (OAM) can tremendously contribute to
quantum optical experiments. We develop convolutional neural networks to identify and …

Range and Doppler information from fourth-order spectra

RF Dwyer - IEEE Journal of Oceanic Engineering, 1991 - ieeexplore.ieee.org
In an active sonar system setting, a novel method is evaluated that extracts range and
Doppler information from a Doppler-spread active sonar echo. The Doppler spreading is …

Quantum communication theory and its applications

O Hirota, H TSUSHIMA - IEICE TRANSACTIONS (1976-1990), 1989 - search.ieice.org
This article briefly reviews the elementary concepts of the quantum communication theory.
Specific topics on some of the optical communications by utilizing quantum nature of light …

A new evaluation method for modal noise in multimode optical fiber systems

M Takahara, H Naitoh, O Hirota… - Journal of optical …, 1988 - degruyter.com
Modal noise becomes a serious problem in multimode optical fiber systems. It is said that
there are two main causes for modal noise, one being the optical source and the other fiber …

Properties of polarization noise caused by external disturbances in single-mode fiber transmission systems

H Tsushima, K Imoto, M Maeda - Journal of lightwave …, 1988 - ieeexplore.ieee.org
The properties of polarization noise caused by external disturbances in intensity
modulation/direct detection transmission systems that have polarization-dependent optical …

Improvement of Polarization Diversity Method for Heterodyne/Coherent Optical Transmission Systems

H TSUSHIMA, Y TAKASAKI… - IEICE TRANSACTIONS …, 1987 - search.ieice.org
This letter proposes an improved polarization diversity method for heterodyne/coherent
optical transmission systems. It is theoretically clarified that this method can reduce the noise …