Wireless-Signal-Classification-ML

This repository uses an SVM Classification algorithm to detect the signal type of simulated modulated signals.

Run main.py to use Curtis's set of features , run main2.py to use Jake's set of features

There are other slight differences between the two, in terms of plotting and test code.

You will need a "data" directory at the top level with the RadioML Pickel File: RML2016.10a_dict.pkl

Tools & Technologies

• Language - Python (v3.10.11)
  • Libraries
    • scikit-learn (v1.5.2)
    • PyWavelets (1.7.0)
    • Pandas (1.4.4)
    • seaborn (0.13.2)
    • matplotlib (3.9.2)

NOTE: These were the version used during testing, it is likely a later minor version should be fine. Be careful with older versions or major newer versions.