# CNN-Based Joint SNR and Doppler Shift Classification Using Spectrogram Images for Adaptive Modulation and Coding

> Research article (IEEE Transactions on Communications, 2021) · cited 43× · AI/ML

**Wikidata**: [openalex:W3163345511](https://www.wikidata.org/wiki/openalex:W3163345511)  
**Source**: https://4ort.xyz/entity/cnn-based-joint-snr-and-doppler-shift-classification-using-spectrogram-images-for-adaptive-modulation-and-coding