# Low-complexity and joint modulation format identification and OSNR estimation using random forest for flexible coherent receivers

> Research article (Optics Communications, 2019) · cited 15× · AI/ML

**Wikidata**: [openalex:W2978746166](https://www.wikidata.org/wiki/openalex:W2978746166)  
**Source**: https://4ort.xyz/entity/low-complexity-and-joint-modulation-format-identification-and-osnr-estimation-using-random-forest-for-flexible-coherent-