Dataset Open Access

IDLAB-UA Dataset for Traffic Classification using Spectrum Data

Camelo, Miguel

This dataset contains IQ values of physical layer (L1) packets associated with WLAN transmission and the set of labels that associated each of the packets to properties/features at different radio stack layer (from L1 to L7). 

Files (41.4 GB)
Name Size
waveforms_2G_n_app-type_balanced.mat
md5:f6ff233eb5d4ca48e72ff48816b16271 		2.2 GB Download
waveforms_2G_n_app-type_indexes_balanced.mat
md5:f1b2c32875da0b0f0b661f6fdf32e6ca 		318.9 kB Download
waveforms_2G_n_app.mat
md5:26506d2a668c7cbd6268d56d777598de 		2.7 GB Download
waveforms_2G_n_app_balanced.mat
md5:3cd79469a2b8718cf60e48caea23db29 		1.6 GB Download
waveforms_2G_n_app_indexes_balanced.mat
md5:b224c5c3d6a60bc1e481883d79f3219b 		182.4 kB Download
waveforms_2G_n_frames_indexes_balanced.mat
md5:475bc85496775424c904cf7127778d89 		678.1 kB Download
waveforms_2G_n_SNR_app-type_balanced.mat
md5:03758888a6a0423457da43cbaa8e6a16 		4.4 GB Download
waveforms_2G_n_SNR_app.mat
md5:b80ca136e55fce19798525b1b021f798 		5.5 GB Download
waveforms_2G_n_SNR_app_balanced.mat
md5:5229ae7a758c4e7244f9b7cbcc311356 		2.6 GB Download
waveforms_2G_n_SNR_frames.mat
md5:215a1221d1ba95ea280fc7760afbd2d8 		12.4 GB Download
waveforms_2G_n_SNR_frames_balanced.mat
md5:a0cb6d8d44158740f9dd9053a0913d2f 		10.0 GB Download
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Publication date:
August 16, 2021
DOI:
10.5281/zenodo.5208201

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10.5281/zenodo.5208201

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Keyword(s):
Spectrum data, 802.11, WLAN, IQ samples, Traffic Classification, Deep Learning, Wireless Communications.
Grants:
European Commission:
  • DAEMON - Network intelligence for aDAptive and sElf-Learning MObile Networks (101017109)
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License (for files):
Creative Commons Attribution 4.0 International

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Version 2020a 10.5281/zenodo.5208201 Aug 16, 2021
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