Title
Towards Generation and Evaluation of Comprehensive Mapping Robot Datasets.
Abstract
This paper presents a fully hardware synchronized mapping robot with support for a hardware synchronized external tracking system, for super-precise timing and localization. We also employ a professional, static 3D scanner for ground truth map collection. Three datasets are generated to evaluate the performance of mapping algorithms within a room and between rooms. Based on these datasets we generate maps and trajectory data, which is then fed into evaluation algorithms. The mapping and evaluation procedures are made in a very easily reproducible manner for maximum comparability. In the end we can draw a couple of conclusions about the tested SLAM algorithms.
Year
Venue
DocType
2019
international conference on robotics and automation
Journal
Volume
Citations 
PageRank 
abs/1905.09483
0
0.34
References 
Authors
0
11
Name
Order
Citations
PageRank
Hongyu Chen1103.58
Xiting Zhao200.34
Jianwen Luo301.01
Zhijie Yang401.35
Zehao Zhao500.34
Haochuan Wan600.34
Xiaoya Ye700.34
Guangyuan Weng800.34
Zhenpeng He921.75
Dong Tian10557.18
Sören Schwertfeger1100.68