# OSNR and nonlinear noise power estimation for optical fiber communication systems using LSTM based deep learning technique

> Research article (Optics Express, 2018) · cited 112× · AI/ML

**Wikidata**: [openalex:W2886362979](https://www.wikidata.org/wiki/openalex:W2886362979)  
**Source**: https://4ort.xyz/entity/osnr-and-nonlinear-noise-power-estimation-for-optical-fiber-communication-systems-using-lstm-based-deep-learning-techniq