Optical performance monitoring method and device, electronic equipment and medium

Abstract

The embodiment of the invention provides an optical performance monitoring method and device, electronic equipment and a medium, relates to the technical field of optical fiber communication, and is used for realizing optical performance monitor. According to the scheme of the embodiment of the invention, the method comprises the following steps: sacquiring a signal constellation diagram of the to-be-monitored optical signal subjected to dispersion compensation; inputting the signal constellation diagram into a monitoring model; wherein the monitoring model is obtained by training based on a binary neural network and a training set, the training set comprises a signal constellation diagram of the to-be-trained optical signals and modulation formats and optical signal to noise ratios corresponding to the to-be-trained optical signals, acquiring a result output by the monitoring model and determining the modulation formats and the optical signal to noise ratios of the to-be-monitored optical signals according to the output result.

Description

technical field [0001] The invention relates to the technical field of optical fiber communication, in particular to a method, device, electronic equipment and medium for monitoring optical performance. Background technique [0002] At present, with the rapid growth of data traffic and the rapid development of optical fiber communication systems, the network structure is becoming more and more complex and the demand for bandwidth is getting higher and higher. It is necessary to intelligently adjust network parameters, reduce operating costs, and ensure the effective use of resources and sufficient redundancy to deal with abnormalities. Therefore, real-time and uninterrupted detection of network information is required. In the detection of network information, the modulation format and optical signal-to-noise ratio are the two most important detection indicators. [0003] In the prior art, a convolutional neural network is used to process signal eye diagrams and constellatio...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the embodiments of the present invention is to provide a method, device, electronic equipment and medium for optical performance monitoring, to solve the problem of high computational complexity in detecting modulation formats and optical signal-to-noise ratios using convolutional neural networks

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