RG mapping: learning compact and structured 2D line maps of indoor environments

Autor: Michael Beetz, J.-S. Gutmann, Derik Schröter
Rok vydání: 2003
Předmět:
Zdroj: Proceedings. 11th IEEE International Workshop on Robot and Human Interactive Communication.
DOI: 10.1109/roman.2002.1045636
Popis: In this paper we present region and gateway (RG) mapping, a novel approach to laser-based 2D line mapping of indoor environments. RG mapping is capable of acquiring very compact, structured, and semantically annotated maps. We present and empirically analyze the method based on map acquisition experiments with autonomous mobile robots. The experiments show that RG mapping drastically compresses the data contained in line scan maps without substantial loss of accuracy.
Databáze: OpenAIRE