Author

Haolin Tang

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Preprint Aug 2026

BR-FiLM: Bounded Residual Channel-Quality Conditioning for Automatic Modulation Recognition

Automatic Modulation Recognition (AMR) plays a crucial role in enabling robust, adaptive, and secure communication for military and civilian applications. Deep learning has enabled effective AMR methods that overcome the computational inefficiency of traditional approaches. However, these deep learning based methods of...

T. Tahi, Syed Samiul Alam, Haolin Tang et al. · 0 citations

Open access 2026

End-to-End Deep Learning for CSI Estimation and Feedback in Large-Scale RIS-Assisted Wireless Systems

To fully harness the potential of reconfigurable intelligent surfaces (RIS)-assisted communication systems, accurate channel estimation and reliable acquisition of full channel state information (CSI) are essential. However, this task becomes increasingly challenging due to the high dimensionality of the channel, parti...

Syed Samiul Alam, Yan-Xiao Zhao, Haolin Tang et al. · IEEE Transactions on Machine... · 0 citations

Conference Jul 2026

Deep Learning-Enabled Energy-Efficient Joint CSI Estimation and Phase Shift Prediction in Large-Scale RIS-Assisted NOMA Systems

In large-scale reconfigurable intelligent surface (RIS)-assisted non-orthogonal multiple access (NOMA) systems, achieving energy-efficient communication while obtaining full channel state information (CSI) is challenging due to prohibitive pilot overhead. The joint CSI estimation and RIS phase shift prediction pose a t...

Syed Samiul Alam, Yanxiao Zhao, Haolin Tang et al. · International Conference on... · 0 citations