2024
Bayesian Optimization with Gaussian Processes for Robust Localization
ICASSP 2024accepted
We present a sample-efficient Bayesian optimization (BO) method to estimate underwater source localization robust to unknown tilt in a vertical line array. Rather than conducting exhaustive search of parameter space to estimate localization and tilt, BO uses a Gaussian process (GP) surrogate model o…