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 va

Dataset Files

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[1] Yi Zhang, Akash Doshi, Rob Liston, Wai-tian Tan, Xiaoqing Zhu, Jeffrey Andrews, Robert Heath, "DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/7h3f-xc81. Accessed: Apr. 13, 2024.
@data{7h3f-xc81-20,
doi = {10.21227/7h3f-xc81},
url = {http://dx.doi.org/10.21227/7h3f-xc81},
author = {Yi Zhang; Akash Doshi; Rob Liston; Wai-tian Tan; Xiaoqing Zhu; Jeffrey Andrews; Robert Heath },
publisher = {IEEE Dataport},
title = {DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset},
year = {2020} }
TY - DATA
T1 - DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset
AU - Yi Zhang; Akash Doshi; Rob Liston; Wai-tian Tan; Xiaoqing Zhu; Jeffrey Andrews; Robert Heath
PY - 2020
PB - IEEE Dataport
UR - 10.21227/7h3f-xc81
ER -
Yi Zhang, Akash Doshi, Rob Liston, Wai-tian Tan, Xiaoqing Zhu, Jeffrey Andrews, Robert Heath. (2020). DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset. IEEE Dataport. http://dx.doi.org/10.21227/7h3f-xc81
Yi Zhang, Akash Doshi, Rob Liston, Wai-tian Tan, Xiaoqing Zhu, Jeffrey Andrews, Robert Heath, 2020. DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset. Available at: http://dx.doi.org/10.21227/7h3f-xc81.
Yi Zhang, Akash Doshi, Rob Liston, Wai-tian Tan, Xiaoqing Zhu, Jeffrey Andrews, Robert Heath. (2020). "DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset." Web.
1. Yi Zhang, Akash Doshi, Rob Liston, Wai-tian Tan, Xiaoqing Zhu, Jeffrey Andrews, Robert Heath. DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/7h3f-xc81
Yi Zhang, Akash Doshi, Rob Liston, Wai-tian Tan, Xiaoqing Zhu, Jeffrey Andrews, Robert Heath. "DeepWiPHY: Synthetic and real-world IEEE 802.11ax OFDM symbol dataset." doi: 10.21227/7h3f-xc81