Two Measure is Two Know: Calibration-free Full Duplex Monitoring for Software Radio Platforms

no code implementations • 15 Dec 2022 • Jie Wang, Jonathan Gornet, Alex Orange, Leigh Stoller, Gary Wong, Jacobus Van der Merwe, Sneha Kumar Kasera, Neal Patwari

FDMonitor thus uses a bidirectional coupler, a two-channel receiver, and a new source separation algorithm to simultaneously estimate the transmitted signal and the signal incident on the antenna.

Vocal Bursts Valence Prediction

Stochastic Multi-armed Bandits with Non-stationary Rewards Generated by a Linear Dynamical System

no code implementations • 6 Apr 2022 • Jonathan Gornet, Mehdi Hosseinzadeh, Bruno Sinopoli

The proposed strategy for this stochastic multi-armed bandit variant is to learn a model of the dynamical system while choosing the optimal action based on the learned model.

Decision Making Multi-Armed Bandits