Deep learning based atmospheric turbulence compensation for orbital angular momentum beam distortion and communication

J Liu, P Wang, X Zhang, Y He, X Zhou, H Ye, Y Li… - Optics express, 2019 - opg.optica.org
Atmospheric transmission distortion is one of the main challenges hampering the practical
application of a vortex beam (VB) which carries orbital angular momentum (OAM). In this …

Convolutional neural network based atmospheric turbulence compensation for optical orbital angular momentum multiplexing

W Xiong, P Wang, M Cheng, J Liu, Y He… - Journal of Lightwave …, 2020 - opg.optica.org
Atmospheric turbulence in free-space will distort the helical phase-front of vortex beams
(VBs) and cause mode diffusion, seriously hindering the practical application of optical …

Efficient recognition of the propagated orbital angular momentum modes in turbulences with the convolutional neural network

Z Wang, MI Dedo, K Guo, K Zhou, F Shen… - IEEE Photonics …, 2019 - ieeexplore.ieee.org
The vortex beam carrying orbital angular momentum (OAM) has attracted great attentions in
optical communication field, which can extend the channel capacity of communication …

Atmospheric turbulence compensation in orbital angular momentum communications: Advances and perspectives

S Li, S Chen, C Gao, AE Willner, J Wang - Optics Communications, 2018 - Elsevier
Orbital angular momentum (OAM)-carrying beams have recently generated considerable
interest due to their potential use in communication systems to increase transmission …

Machine learning approach to OAM beam demultiplexing via convolutional neural networks

T Doster, AT Watnik - Applied optics, 2017 - opg.optica.org
Orbital angular momentum (OAM) beams allow for increased channel capacity in free-space
optical communication. Conventionally, these OAM beams are multiplexed together at a …

Turbulence aberration correction for vector vortex beams using deep neural networks on experimental data

Y Zhai, S Fu, J Zhang, X Liu, H Zhou, C Gao - Optics Express, 2020 - opg.optica.org
The vector vortex beams (VVB) possessing non-separable states of light, in which
polarization and orbital angular momentum (OAM) are coupled, have attracted more and …

Adaptive turbulence compensation with a hybrid input–output algorithm in orbital angular momentum-based free-space optical communication

X Yin, H Chang, X Cui, JX Ma, YJ Wang, GH Wu… - Applied …, 2018 - opg.optica.org
Atmospheric turbulence is a major challenge for practical orbital angular momentum (OAM)-
based free-space optical (FSO) communication systems that causes intermodal crosstalk …

Changes in orbital-angular-momentum modes of a propagated vortex Gaussian beam through weak-to-strong atmospheric turbulence

C Chen, H Yang, S Tong, Y Lou - Optics express, 2016 - opg.optica.org
The radial average-power distribution and normalized average power of orbital-angular-
momentum (OAM) modes in a vortex Gaussian beam after passing through weak-to-strong …

Atmospheric turbulence mitigation in an OAM-based MIMO free-space optical link using spatial diversity combined with MIMO equalization

Y Ren, Z Wang, G Xie, L Li, AJ Willner, Y Cao, Z Zhao… - Optics letters, 2016 - opg.optica.org
We explore the mitigation of atmospheric turbulence effects for orbital angular momentum
(OAM)-based free-space optical (FSO) communications with multiple-input multiple-output …

Adaptive-optics-based simultaneous pre-and post-turbulence compensation of multiple orbital-angular-momentum beams in a bidirectional free-space optical link

Y Ren, G Xie, H Huang, N Ahmed, Y Yan, L Li, C Bao… - Optica, 2014 - opg.optica.org
As a recently explored property of light, orbital angular momentum (OAM) has potential in
enabling multiplexing of multiple data-carrying beams, to increase the transmission capacity …