A Global Path Planning Strategy for a UGV from Aerial Elevation Maps for Disaster Response

被引:13
作者
Guastella, D. C. [1 ]
Cantelli, L. [1 ]
Melita, C. D. [1 ]
Muscato, G. [1 ]
机构
[1] Univ Catania, Dipartimento Ingn Elettr Elettr & Informat, Catania, Italy
来源
ICAART: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 1 | 2017年
关键词
Outdoor Environments; Rough Terrain; Unmanned Aerial Vehicle; Tracked Vehicle; Traversability; Path Planning; NAVIGATION;
D O I
10.5220/0006298303350342
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An approach for global path planning of an Unmanned Ground Vehicle (UGV) is proposed, including basic traversability analysis of the rough terrain to get through. The navigation capabilities of the UGV, in performing such analysis, are considered. The here proposed solution is organized into two following phases: first an aerial scan of the environment is executed by a UAV (Unmanned Aerial Vehicle) and the elevation map of the area is built; after that, a set of processing algorithms is applied to such surface model to derive a 2D costmap (whose costs are based on the prior traversability analysis) which is given as input of a D* path planner. The resulting path can be eventually delivered as a sequence of waypoints for a navigation controller on the field mobile platform.
引用
收藏
页码:335 / 342
页数:8
相关论文
共 15 条
[1]  
[Anonymous], 2009, THESIS
[2]  
[Anonymous], INT J ADV ROBOTIC SY
[3]  
Bonaccorso F., 2012, P 2012 WORLD AUT C W
[4]  
Corke P.I., 2011, Robotics, Vision and Control: Fundamental Algorithms in MATLAB, VVolume 73, DOI DOI 10.1007/978-3-642-20144-8
[5]   OctoMap: an efficient probabilistic 3D mapping framework based on octrees [J].
Hornung, Armin ;
Wurm, Kai M. ;
Bennewitz, Maren ;
Stachniss, Cyrill ;
Burgard, Wolfram .
AUTONOMOUS ROBOTS, 2013, 34 (03) :189-206
[6]  
Kitano H., 2001, AI MAGAZINE, V22
[7]  
Marques M. M., 2016, OCEANS 2016
[8]  
Pizzoli M, 2014, IEEE INT CONF ROBOT, P2609, DOI 10.1109/ICRA.2014.6907233
[9]   Terrain Classification in Complex Three-dimensional Outdoor Environments [J].
Santamaria-Navarro, Angel ;
Teniente, Ernesto H. ;
Morta, Marti ;
Andrade-Cetto, Juan .
JOURNAL OF FIELD ROBOTICS, 2015, 32 (01) :42-60
[10]  
Schneider F. E., 2015, IEEE 10 INT WORKSH R