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:
- DOI:
- 10.21227/1bxc-ke87
- Data Format:
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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-labels-cybersecurity-and-iot
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
use for tet purposes
Data exploration