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