Abstract: We examine the close relationship between Gaussian processes and the Kalman filter and show how Gaussian processes can be interpreted using familiar Kalman filter mathematical concepts. We ...

Kalman Filter is an iterative mathematical process that quickly estimates one’s true position by using a set of equations and consecutive data inputs. In order to reduce errors made by a GPS in ...