Joscha-David Fossel

2D-SDF-SLAM: A signed distance function based SLAM frontend for laser scanners

We introduce a novel approach to simultaneous localization and mapping for robots equipped with a 2D laser scanner. In particular, we propose a fast scan registration algorithm that operates on 2D maps represented as a signed distance function (SDF). Using SDFs as a map representation has several ad…