GNU Radio Conference 2021

Wideband RF Signal Detection with Machine Learning

22 Sept 2021, 10:20

2h

Graham AB (In-Person & Virtual)

Workshop RF Machine Learning Workshop (Hybrid- Virtual & In-Person)

Speaker

Dr Nathan West (DeepSig)

Description

This 4-hour workshop will be a hands-on guide to walk through working with the open data challenge that is currently live, hosted at https://eval.ai/web/challenges/challenge-page/1057/overview. Deep learning concepts will be introduced with python, and a SigMF loader will be developed to read the dataset. Finally, participants will develop deep learning models and training techniques to learn how to process RF data with deep learning methods. Participants can use google colab for free access to GPUs to follow along.