# Joint OSNR monitoring and modulation format identification on signal amplitude histograms using convolutional neural network

> Research article (Optical Fiber Technology, 2021) · cited 27× · AI/ML

**Wikidata**: [openalex:W3122113218](https://www.wikidata.org/wiki/openalex:W3122113218)  
**Source**: https://4ort.xyz/entity/joint-osnr-monitoring-and-modulation-format-identification-on-signal-amplitude-histograms-using-convolutional-neural-net