A new scheme using convolutional neural network to recognize orbital angular momentum beams disturbed by atmospheric turbulence

international conference on information photonics（2020）

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摘要

We proposes a new neural network-assisted scheme for identifying OAM beams disturbed by atmospheric turbulence from the one-dimensional signals detected by the ring photodetector, which improves the recognition efficiency while the accuracy does not decrease.

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关键词

convolutional neural network,orbital angular momentum,atmospheric turbulence,neural network-assisted scheme,OAM beams,one-dimensional signals,ring photodetector

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