Gaussian Processes for Signal Processing and Representation in Control Engineering

The Gaussian process is an increasingly well-known type of stochastic process, which a generalization the probability distribution. It allows us to model complex functions thanks its flexibility, would not be possible with use other tools. processes also have couple features that are used in various branches automation positive results, ranging from industrial image processing. There many ways setting up processes, required knowledge on topic and depend presented problem. Considerations these topics lead conclusion current state practical usefulness increases significantly, therefore deepening about highly suggested. In this review, we present selected technical applications Processes allowing understanding their broad applicability.