GPL-SLAM: A Laser SLAM Framework with Gaussian Process Based Extended Landmarks

Ali Emre Balcı, Erhan Ege Keyvan, Emre Özkan

We present a novel Simultaneous Localization and Mapping (SLAM) method that employs Gaussian Process (GP) based landmark (object) representations. Instead of conventional grid maps…