IndoorOutdoor/train_data

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 unobstructed0-45 TRUE if the view in this range (degrees) was unobstructed (a window counts as unobstructed) unobstructed45-90 TRUE if the view in this range was unobstructed unobstructed90-135 TRUE if the view in this range was unobstructed unobstructed135-180 TRUE if the view in this range was unobstructed unobstructed180-225 TRUE if the view in this range was unobstructed unobstructed225-270 TRUE if the view in this range was unobstructed unobstructed270-315 TRUE if the view in this range was unobstructed unobstructed315-360 TRUE if the view in this range was unobstructed Example Entry file,shorthand,indoor,unobstructed0-45,unobstructed45-90,unobstructed90-135,unobstructed135-180,unobstructed180-225,unobstructed225-270,unobstructed270-315,unobstructed315-360 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.