Huimei Han

Residual CNN-Based Transceiver With Attention-Aided GAN for Unknown Channels

2025 · IEEE Transactions on Cognitive Communications and Networking

Intelligent transceivers and wireless channels form an autoencoder (AE) structure, demonstrating a significant improvement in communication performance through end-to-end (E2E) learning. Recently, when the wireless channel is unknown, a residual generative adversarial network (GAN) has …