Modulation Recognition

Modulation Recognition of Underwater Acoustic Signals Using Deep Hybrid Neural Networks featured image
Underwater Acoustic Signal

Modulation Recognition of Underwater Acoustic Signals Using Deep Hybrid Neural Networks

It is a huge challenge for the receiver to correctly identify the modulation types due to the complex underwater channel environment and severe noise interference, while real-time …

Weilong Zhang
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Two-stage Hydroacoustic Signal Demodulation Based on Attention and Generative Lightweight Folding U-network featured image
Hydroacoustic Signal Demodulation

Two-stage Hydroacoustic Signal Demodulation Based on Attention and Generative Lightweight Folding U-network

Hydroacoustic signal demodulation plays a crucial role in underwater communication systems. Recently, deep learning-based methods have gained popularity due to their ability to …

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