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
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Dataset Files
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Documentation:
[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: Dec. 26, 2024.
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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} }
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 -
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