https://github.com/nature40/hoechst2021trackit-eval
tRackIT OS: Experimental Evaluation Fragments
https://github.com/nature40/hoechst2021trackit-eval
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tRackIT OS: Experimental Evaluation Fragments
- Host: GitHub
- URL: https://github.com/nature40/hoechst2021trackit-eval
- Owner: Nature40
- Created: 2021-04-16T16:30:18.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2022-03-04T15:34:05.000Z (about 3 years ago)
- Last Synced: 2025-01-09T11:59:39.548Z (5 months ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 36.4 MB
- Stars: 3
- Watchers: 10
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: Readme.md
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README
# *tRackIT OS*: Experimental Evaluation Fragments
This repository contains the fragments of the experiments conducted for the research paper *tRackIT OS*: An open-source software for reliable VHF wildlife tracking. The data is analysed using Python3 and Jupyter, the respective notebooks, as well as the resulting figures are part of this repository.
## Experimentation Notebooks
- `processing_stages.ipynb` renders stages of data processing
- `gps_tracks.ipynb` visualizes the experiement track
- `raw.ipynb` illustrates the analysis of the raw received signals
- `bearings.ipynb` aims to compare calculated and GPS-measured bearings
- `energy.ipynb` shows the energy usage comparison
- `time_drift.ipynb` shows the visualization of time drift observed in radio-tracking.eu's *paur*
## Repository Structure
The files in this repository are organized as follows:
```bash
├── fig
│ └── *.pdf # PDF renders of paper figures
├── rteu # Experiment data of radio-tracking.eu's paur
│ ├── energy.csv # Energy measurements conducted in the lab
│ ├── gpstrack.csv # GPS track recorded during the experiment
│ ├── *_rteu_matched.csv # Matching of recorded signals and recorded GPS positions
│ ├── *_rteu_bearings.csv # Bearings calculated using matching of multiple antennas
│ ├── raw
│ │ └── * # Unprocessed signals
│ └── time_drift
│ └── time_drift_*.csv # Examples of time drifts collected in field season 2020
├── tRackIT
│ ├── energy.csv
│ ├── gpstrack.csv
│ ├── *_tRackIT_matched.csv
│ ├── *_tRackIT_bearings.csv
│ └── raw
│ ├── *_2021-04-14T143517.csv # Unprocessed signals
│ ├── *_2021-04-14T143517-matched.csv # On-device matched signals
│ └── *_2021-04-14T143517.ini # Configuration pyradiotracking was started with
├── samples.pkl # One second of rtlsdr sampling data containing a signal @150.171 MHz, 40ms
├── stations.csv # List of stations used in experiments
└── *.ipynb # Jupyter Notebooks used for Analysis
```
## Install dependencies
Depending on your system configuration, the required packages can be installed in various ways. The required python packages are:
```
pandas
plotly
scipy
pytz
```