[glaucus] RF DSP Autoencoder

[Kyle A Logue]

I think some of you may be interested in a software release I made just recently coincident with some papers published at the IEEE Aerospace Conference a few weeks ago. I just published Glaucus on GitHub, which contains code for two key items:

1. A RF Autoencoder for feature extraction, latent space exploration, and geolocation. Pre-trained weights are available.
2. A RF loss function that computes cost better than MSE, especially w.r.t. time and freqency offsets and adjacent channel interference.

Much more info in the README, including examples using TorchSig data. I don't think the publications are on IEEE Xplore yet, so if you want a copy send me an email.

Kyle Logue

Senior Engineering Specialist

⚝ The Aerospace Corporation