RF Dataset of Incumbent Radar Systems in the 3.5 GHz CBRS Band

Description

The RF dataset can be used to develop and test detection algorithms for the 3.5 GHz CBRS or similar bands where the primary users of the band are federal incumbent radar systems. The dataset consists of synthetically generated radar waveforms with added white Gaussian noise. The RF dataset is suitable for development and testing of machine/deep learning detection algorithms. A large number of parameters of the waveforms are randomized across the dataset. Due to its large size, the dataset is divided into groups, and each group consists of multiple files. For more information about the dataset, refer to: R. Caromi, M. Souryal, and T. Hall "RF Dataset of Incumbent Radar Signals in the 3.5 GHz CBRS Band," J Res Natl Inst Stan 124:124038, 2019. available online at: https://doi.org/10.6028/jres.124.038. In addition, the metadata of the dataset is summarized in "Data Dictionary of 3.5 GHz Radar Waveforms" [pdf] accompanying the data. For more information about the motivation behind this RF dataset, refer to: T. Hall, R. Caromi, M. Souryal, and A. Wunderlich, "Reference Datasets for Training and Evaluating RF Signal Detection and Classification Models," in Proc. IEEE GLOBECOM Workshop on Advancements in Spectrum Sharing, Dec. 2019, available online at: https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=928336.

Resources

Name Format Description Link
30 group2_subset_16.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_16.mat
30 group2_subset_18.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_18.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_18.mat.sha256
30 group2_subset_2.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_2.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_2.mat.sha256
30 group2_subset_21.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_21.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_21.mat.sha256
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_23.mat.sha256
47 Instructions%20to%20download%20the%20RF%20dataset.txt https://data.nist.gov/od/ds/ark:/88434/mds2-2116/Instructions%20to%20download%20the%20RF%20dataset.txt
30 group2_subset_1.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_1.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_1.mat.sha256
30 group2_subset_10.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_10.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_10.mat.sha256
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_11.mat.sha256
30 group2_subset_12.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_12.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_12.mat.sha256
30 group2_subset_13.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_13.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_13.mat.sha256
30 group2_subset_14.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_14.mat
30 group2_subset_15.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_15.mat
30 group2_subset_11.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_11.mat
30 group2_subset_17.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_17.mat
30 group2_subset_19.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_19.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/Instructions%20to%20download%20the%20RF%20dataset.txt.sha256
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_15.mat.sha256
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_16.mat.sha256
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_17.mat.sha256
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_19.mat.sha256
30 group2_subset_20.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_20.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_20.mat.sha256
30 group2_subset_22.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_22.mat
30 group2_subset_23.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_23.mat
30 group2_subset_24.mat https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_24.mat
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_22.mat.sha256
47 https://data.nist.gov/od/ds/ark:/88434/mds2-2116/SimulatedRadarWaveforms/Group2/group2_subset_14.mat.sha256

Tags

  • 3-5-ghz-cbrs-incumbent-radar-detection-rf-dataset-classification-deep-learning-machine-learning

Topics

Categories