DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset
收藏IEEE2020-10-19 更新2026-04-17 收录
下载链接：
https://ieee-dataport.org/open-access/deepwiphy-synthetic-and-real-world-ieee-80211ax-ofdm-symbol-dataset
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资源简介：
This dataset is associated with the paper entitled DeepWiPHY: Deep Learning-based Receiver Design and Dataset for IEEE 802.11ax Systems, accepted by IEEE Transactions on Wireless Communications. It has synthetic and real-word IEEE 802.11ax OFDM symbols. The synthetic dataset has around 110 million OFDM symbols and the real-world dataset has more than 14 million OFDM symbols. Our comprehensive synthetic dataset has specifically considered typical indoor channel models and RF impairments. The real-world dataset was collected under a wide range of signal-to-noise ratio (SNR) levels and at various locations in a large office. To create this real-world dataset, we built a passive sniffing-based data collection testbed with a commercial AP, a Samsung mobile phone and two USRPs.
提供机构：
Zhu, Xiaoqing; Heath, Robert; Tan, Wai-tian; Andrews, Jeffrey; Liston, Rob; Zhang, Yi; Doshi, Akash
创建时间：
2020-10-19
