This folder contains the dataset and plotting scripts for the throughput over different area types for Starlink and cellular networks (Figure 8 in the paper) conducted using 5GTracker.
| Filename | Description |
|---|---|
UDP/Downlink/[Network Provider]_all_area1.csv |
The files under this folder are the dataset of samples of throughput and area types. |
Fig8.py |
Python script to generate plots. |
The dataset files UDP/Downlink/delurban_[Network Provider]_all_area.csv contain several fields. We provide descriptions for each field below.
| Field name | Description of the field |
|---|---|
time |
Timestamp of the test |
throughput |
Downlink throughput in Megabits per second (Mbps) |
speed |
Driving speed while experiments in miles per hour (Mph) |
latitude |
Latitude of the location while experiments |
longtitu |
Longitude of the location while experiments |
area_type |
Area type of the location while experiments |
The provided script here is to generate Figure 8 shown in our paper.
Here are the software/package requirements. The version number in the bracket indicates the minimum version that our script has been tested on.
- Python 3 (>= 3.7.7)
- Pandas (>= 1.1.3)
- Matplotlib (>= 3.3.1)
- os
After cloning the repository, navigate to the Figure8 folder and simply run the following command.
python Fig8.py
If everything succeeds, the figure of throughput over three types of areas should be created with the format '.pdf'.