Search Results for author: Xiaoqing Zhu

Found 3 papers, 0 papers with code

Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions

no code implementations23 Oct 2020 Isura Nirmal, Abdelwahed Khamis, Mahbub Hassan, Wen Hu, Xiaoqing Zhu

While decade-long research has clearly demonstrated the vast potential of radio frequency (RF) for many human sensing tasks, scaling this technology to large scenarios remained problematic with conventional approaches.

DeepWiPHY: Deep Learning-based Receiver Design and Dataset for IEEE 802.11ax Systems

no code implementations19 Oct 2020 Yi Zhang, Akash Doshi, Rob Liston, Wai-tian Tan, Xiaoqing Zhu, Jeffrey G. Andrews, Robert W. Heath

In this work, we develop DeepWiPHY, a deep learning-based architecture to replace the channel estimation, common phase error (CPE) correction, sampling rate offset (SRO) correction, and equalization modules of IEEE 802. 11ax based orthogonal frequency division multiplexing (OFDM) receivers.

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