Dataset Open Access

AN OPEN-SOURCED TIME-FREQUENCY DOMAIN RF CLASSIFICATION FRAMEWORK

Badger, Robert; Kim, Minje


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    <subfield code="a">&lt;p&gt;These datasets accompany the EUSIPCO 2021 paper:&amp;nbsp;AN OPEN-SOURCED TIME-FREQUENCY&lt;br&gt;
DOMAIN RF CLASSIFICATION FRAMEWORK&lt;/p&gt;

&lt;p&gt;Labeled in-phase and quadrature (IQ)&amp;nbsp;datasets captured using software defined radios (SDR).&amp;nbsp;12 classes comprised of 10 different transceivers plus &amp;#39;noise&amp;#39; class and class for zero hz artifact from SDR direct conversion receiver.&lt;/p&gt;

&lt;p&gt;The IQ data has the extension .sigmf-data, and the associated JSON file that contains the labeled metadata is .sigmf-meta.&lt;/p&gt;

&lt;p&gt;There is a directory called &amp;#39;data&amp;#39;, this has all the extracted features for each class and is used for training.&lt;/p&gt;

&lt;p&gt;There are also 12 folders named &amp;#39;data_val1&amp;#39; - &amp;#39;data_val12&amp;#39;. These contain the extracted features used validation accuracy.&lt;/p&gt;

&lt;p&gt;There are numerous training, validation and testing datasets used to build the training and validation sets, all comprised of the ten primary RF modulation waveforms:&lt;/p&gt;

&lt;p&gt;1) LoRa 125 (lora125)&lt;/p&gt;

&lt;p&gt;2) LoRa 250 (lora250)&lt;/p&gt;

&lt;p&gt;3) PTT analog transceivers (uv5r, vx8)&lt;/p&gt;

&lt;p&gt;4) PTT digital transceivers (gd55, tyt)&lt;/p&gt;

&lt;p&gt;5) RF doorbell (vod, sado)&lt;/p&gt;

&lt;p&gt;6) misc. RF keyfob (click)&lt;/p&gt;

&lt;p&gt;7) RF light switch (light)&lt;/p&gt;

&lt;p&gt;8) Yaesu system fusion PTT (ysf)&lt;/p&gt;

&lt;p&gt;The testing directory:&amp;nbsp;testing_data_1msps conatins all the test data for the auto grader notebooks at the github repo.&lt;/p&gt;

&lt;p&gt;These datasets go with the public github repo called:&amp;nbsp;https://github.com/rdbadger/open_source_RFML&lt;/p&gt;

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