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Jia-Ye Liu

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Sep 2026

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...

Jia-Ye Liu, Xue-Han Wang, Jia-Song Han et al. · 0 citations

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