# Harmonic Characteristics Data-Driven THD Prediction Method for LEDs Using MEA-GRNN and Improved-AdaBoost Algorithm

> Research article (IEEE Access, 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W3131919349](https://www.wikidata.org/wiki/openalex:W3131919349)  
**Source**: https://4ort.xyz/entity/harmonic-characteristics-data-driven-thd-prediction-method-for-leds-using-mea-grnn-and-improved-adaboost-algorithm