# On Improving 5G Internet of Radio Light Security Based on LED Fingerprint Identification Method

> Research article (Sensors, 2021) · cited 15× · AI/ML

**Wikidata**: [openalex:W3130014172](https://www.wikidata.org/wiki/openalex:W3130014172)  
**Source**: https://4ort.xyz/entity/on-improving-5g-internet-of-radio-light-security-based-on-led-fingerprint-identification-method