Title
The Accuracy of 6D SLAM using the AIS 3D Laser Scanner
Abstract
Automatic sensing of the environment is a fun- damental scientific issue in robotics, since it is essential for autonomous mobile robot systems. In previous works, we presented a 6D SLAM algorithm which is based on the spatial data from the AIS 3D Laser Scanner and a variant of the iterative closest points algorithm (ICP). In this paper we focused on the reachable accuracy of the whole approach and therefore performed several ground truth experiments. We will show that the 6D SLAM algorithm can compensate for erroneous data of the 3D laser scanner, at least in a limited range. Furthermore we will discuss different aspects which influences the accur acy of our approach.
Year
DOI
Venue
2006
10.1109/MFI.2006.265647
MFI
Field
DocType
Citations 
Spatial analysis,Motion planning,Computer vision,Laser scanning,Iterative method,Computer science,Ground truth,Artificial intelligence,Simultaneous localization and mapping,Robotics,Mobile robot
Conference
4
PageRank 
References 
Authors
0.49
13
4
Name
Order
Citations
PageRank
Maurice Müller140.49
Hartmut Surmann269950.40
Kai Pervölz340.49
Stefan May418416.09