ADS-B signals records for non-cryptographic identification and incremental learning.

Citation Author(s):
Yongxin
Liu
Embry-Riddle Aeronautical University
Jian
Wang
Embry-Riddle Aeronautical University
Shuteng
Niu
Embry-Riddle Aeronautical University
Houbing
Song
Embry-Riddle Aeronautical University
Submitted by:
Yongxin Liu
Last updated:
Sat, 05/08/2021 - 01:58
DOI:
10.21227/1bxc-ke87
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Abstract 

Another raw ADS-B signal dataset with labels, the dataset is captured using a BladeRF2 SDR receiver @ 1090MHz with a sample rate of 10MHz

Instructions: 

The preprocessing code of the dataset in Matlab is similar to our previous code in:

https://ieee-dataport.org/open-access/24-hour-signal-recording-dataset-l...

This part of the code is to support our research on incremental learning. Codes related to incremental learning can be found at:

https://github.com/pcwhy/CSIL

paper: Class-Incremental Learning for Wireless Device Identification in IoT

available at https://ieeexplore.ieee.org/document/9425491