A Unifying Bayesian Optimization Framework for Radio Frequency Localization.

We consider the problem of estimating an RF-device's location based on observations, such as received signal strength, from a set of transmitters with known locations. We survey the literature on this problem, showing that previous authors have considered implicitly or explicitly various metrics. We present a Bayesian optimization framework that unifies these works and shows how to optimize the lo...