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Coherent beam combination far-field measuring method based on amplitude modulation and deep learning

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A deep convolutional neural network is employed to simultaneously measure the beam-pointing and phase difference of sub-beams from a single far-field interference fringe for coherent beam combining systems. The amplitudes… Click to show full abstract

A deep convolutional neural network is employed to simultaneously measure the beam-pointing and phase difference of sub-beams from a single far-field interference fringe for coherent beam combining systems. The amplitudes of sub-beams in the measurement path are modulated in order to prevent measuring mistakes caused by the symmetry of beam-pointing. This method is able to measure beam-pointing and phase difference with an RMS accuracy of about 0.2 mu rad and lambda/250, respectively, in a two-beam coherent beam combining system.

Keywords: beam combination; coherent beam; far field; beam pointing; beam

Journal Title: Chinese Optics Letters
Year Published: 2020

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