# TSN-A: An Efficient Deep Learning Model for Automatic Modulation Classification Based on Intra-Class Confusion Reduction of Modulation Families

> Research article (IEEE Communications Letters, 2022) · cited 13× · AI/ML

**Wikidata**: [openalex:W4311013363](https://www.wikidata.org/wiki/openalex:W4311013363)  
**Source**: https://4ort.xyz/entity/tsn-a-an-efficient-deep-learning-model-for-automatic-modulation-classification-based-on-intra-class-confusion-reduction-