DocumentCode :
3241152
Title :
Evaluation method and results for the accuracy of an automotive occupancy grid
Author :
Grewe, R. ; Komar, Maria ; Hohm, Andree ; Lueke, S. ; Winner, Hermann
Author_Institution :
Div. Chassis & Safety, Adv. Eng., Continental, Lindau am Bodensee, Germany
fYear :
2012
fDate :
24-27 July 2012
Firstpage :
19
Lastpage :
24
Abstract :
This paper presents an evaluation method for the accuracy of automotive occupancy grids and results for the influence of the discretization and pose estimation of a radar based grid mapping algorithm. An automotive centric review of evaluation methods and map quality measures developed for robotic applications is given. Based on the results of the review, an extensible toolset to create ground truth maps and to compare them against automotive grid maps using different map quality measurements is proposed. Several map quality measures are compared and the best performing method to evaluate the accuracy of a radar based occupancy grid mapping algorithm is chosen.
Keywords :
SLAM (robots); automobiles; driver information systems; mobile robots; pose estimation; road vehicle radar; robot vision; automotive occupancy grid accuracy; discretization errors; evaluation methods; ground truth maps; map quality measurements; pose estimation; radar-based occupancy grid mapping algorithm; robotic applications; Accuracy; Automotive engineering; Estimation; Global Positioning System; Measurement uncertainty; Position measurement; Robots;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Vehicular Electronics and Safety (ICVES), 2012 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-0992-9
Type :
conf
DOI :
10.1109/ICVES.2012.6294297
Filename :
6294297
Link To Document :
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