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---
license: apache-2.0
---
ADS-B Training Dataset (dump1090 Output)
Overview
This dataset contains ADS-B data captured using the dump1090 program.
The data is organized into multiple directories, each representing a separate data collection session or environment.
The dataset is designed for use in training and evaluating models related to aircraft signal analysis, localization,
or reception quality prediction.
Structure
The dataset directory has the following structure:
train_data/
│
├── ali/
│ ├── home/
│ └── ottawa/
│
├── cory/
│
├── gianna/
│ ├── madison/
│ └── minnesota/
│
├── josh/
│
├── sarah/
│
├── metadata.csv
├── .gitattributes
└── README.md
metadata.csv
The metadata file provides descriptive information about each data capture session. It is a CSV file with the following columns:
Column Description
file Path to the data file relative to the dataset root
shorthand Short identifier for the data collection setup
indoor TRUE if the receiver was indoors, otherwise FALSE
unobstructed_0-45 TRUE if the view in this range (degrees) was unobstructed (a window counts as unobstructed)
unobstructed_45-90 TRUE if the view in this range was unobstructed
unobstructed_90-135 TRUE if the view in this range was unobstructed
unobstructed_135-180 TRUE if the view in this range was unobstructed
unobstructed_180-225 TRUE if the view in this range was unobstructed
unobstructed_225-270 TRUE if the view in this range was unobstructed
unobstructed_270-315 TRUE if the view in this range was unobstructed
unobstructed_315-360 TRUE if the view in this range was unobstructed
Example Entry
file,shorthand,indoor,unobstructed_0-45,unobstructed_45-90,unobstructed_90-135,unobstructed_135-180,unobstructed_180-225,unobstructed_225-270,unobstructed_270-315,unobstructed_315-360
ali/home/office-gain-50-10-25-2023-16-16-03-dump1090,Iaho,TRUE,FALSE,TRUE,FALSE,FALSE,FALSE,FALSE,FALSE,FALSE
Data Source
All data files were generated using the dump1090
ADS-B decoder. Each file contains decoded messages from aircraft transponders received by an RTL-SDR device.
Usage Notes
The unobstructed flags correspond to 45° sectors around the receiver.
Each data directory contains raw dump1090 output files. |