Highly accurate OAM mode detection network for ring Airy Gaussian vortex beams disturbed by atmospheric turbulence based on interferometry

H Qin, Q Fu, W Tan, X Zou, W Huang, Z Huang, J Wang… - JOSA A, 2023 - opg.optica.org
Atmospheric turbulence reduces the detection accuracy of orbital angular momentum (OAM)
modes, which affects the performance of OAM optical communication. In this paper, we …

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 …

High-efficiency and high-precision identification of transmitting orbital angular momentum modes in atmospheric turbulence based on an improved convolutional …

H Zhou, Z Pan, MI Dedo, Z Guo - Journal of Optics, 2021 - iopscience.iop.org
In this paper, we have proposed an improved convolutional neural network model based on
the ShuffleNet V2 network for recognizing the orbital angular momentum (OAM) modes for …

Measuring OAM by the hybrid scheme of interference and convolutional neural network

X Fu, Y Bai, Y Yang - Optical Engineering, 2021 - spiedigitallibrary.org
The atmospheric turbulence can cause wavefront distortion when vortex beam carrying
orbital angular momentum (OAM) propagates in free space. This brings challenges to the …

Detection of orbital angular momentum carried high-order radial vortex beams using CNN-OAM mode classifier

J Wang, C Wang, Z Tan, X Wang, S Lei, P Wu… - Optics & Laser …, 2024 - Elsevier
Vortex beams provide an innovative multiplexing mechanism for the field of optical
communication due to its specific orthogonality. The precise and efficient detection of orbital …

Jointly detecting atmospheric turbulence and recognizing OAM modes via a residual network

L Yang, S Huang, G Zhu - Wireless Personal Communications, 2023 - Springer
In this work, a deep learning approach for the orbital angular momentum (OAM)-based free-
space optical (FSO) system is proposed. The approach based on a residual network …

Separation and detection of orbital angular momentum states of composite vortex beams in atmospheric turbulence channels

W Hongyan, Z Han, F Yuejiao, D Qianqian… - Journal of …, 2023 - iopscience.iop.org
The separation and detection of compound orbital angular momentum (OAM) modes are the
basis for achieving high-speed and high-capacity communication, but the atmospheric …

Propagation dynamics and crosstalk of orbital angular momentum beams influenced by a supersonic wind-induced environmental disturbance

X Huang, T Jiang, W Tan, S Nan, Y Bai, X Fu - Optics Express, 2022 - opg.optica.org
Near field airflow induced by wind is an important factor influencing vortex beams
propagation under airborne optical communication, and the cross-talk among different …

Free-space optical communication with quasi-ring Airy vortex beam under limited-size receiving aperture and atmospheric turbulence

L Zhu, A Wang, M Deng, B Lu, X Guo - Optics Express, 2021 - opg.optica.org
Vortex beams carrying orbital angular momentum (OAM), which feature helical wavefronts,
have been regarded as an alternative degree of freedom for free-space optical (FSO) …

Probability density of orbital angular momentum mode of autofocusing Airy beam carrying power-exponent-phase vortex through weak anisotropic atmosphere …

X Yan, L Guo, M Cheng, J Li, Q Huang, R Sun - Optics express, 2017 - opg.optica.org
The probability densities of orbital angular momentum (OAM) modes of the autofocusing Airy
beam (AAB) carrying power-exponent-phase vortex (PEPV) after passing through the weak …