This project is mainly focused on Radio Frequency Prediction based on Weather Analysis. Basically, how temparature, humidity and wind speed affects the rf band.
A small background on the dataset: "The generated dataset contains radio frequency (RF) signal data for a period of one month, from May 5, 2023, to June 11, 2023 collected via SDR hardware interfaced to DragonOS Focal. Each row of the dataset represents a single RF signal observation, with various features that describe the signal and its environment."
Dataset link: Click Here
- Clone the project:
git clone https://github.com/badxcode/weather-effect-rf-bigdata.git - Install the required modules:
pip install -r requirement.txt - Download the dataset into the same folder and make sure the file name is
weather_analysis.csv - Run the code:
python weatherEffectOnRF.py
There are a lot of opportunity to improve the overall project. Have a look if you're interested. Thank you.