This is a naive and very basic implementation of the paper https://github.com/eth-siplab/Nightbeat since the authors haven't published their version.

There is no guarantee this works IRL, I tested on myself at rest but there is body movement rejection to be implemented and fine tuning to be done. I lack data from more IRL users and have merely experimented on myself and synthetic data.