# Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification

> Research article (IEEE Transactions on Cognitive Communications and Networking, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4392939629](https://www.wikidata.org/wiki/openalex:W4392939629)  
**Source**: https://4ort.xyz/entity/channel-and-hardware-impairment-data-augmentation-for-robust-modulation-classification