Hybrid CNN-Transformer-based Modulation Optimization for UWA Communications with High Mobility
Reliable underwater acoustic (UWA) communications are essential for emerging space-air-ground-underwater integrated networks, yet modulation scheme design remains challenging due to the severe Doppler scaling spread in UWA environments. Recent data-driven modulation optimization with the Siamese architecture provides a...