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Unmanned Aerial Vehicle Route Planning in the Presence of a Threat Environment Based on a Virtual Globe Platform.

Authors :
Ming Zhang
Chen Su
Yuan Liu
Mingyuan Hu
Yuesheng Zhu
Source :
ISPRS International Journal of Geo-Information. Oct2016, Vol. 5 Issue 10, p184. 30p.
Publication Year :
2016

Abstract

Route planning is a key technology for an unmanned aerial vehicle (UAV) to fly reliably and safely in the presence of a threat environment. Existing route planning methods are mainly based on the simulation scene, whereas approaches based on the virtual globe platform have rarely been reported. In this paper, a new planning space for the virtual globe and the planner is proposed and a common threat model is constructed for threats including a no-fly zone, hazardous weather, radar coverage area, missile killing zone and dynamic threats. Additionally, an improved ant colony optimization (ACO) algorithm is developed to enhance route planning efficiency and terrain masking ability. Our route planning methods are optimized on the virtual globe platform for practicability. A route planning system and six types of planners were developed and implemented on the virtual globe platform. Finally, our evaluation results demonstrate that our optimum planner has better performance in terms of fuel consumption, terrain masking, and risk avoidance. Experiments also demonstrate that the method and system described in this paper can be used to perform global route planning and mission operations. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22209964
Volume :
5
Issue :
10
Database :
Academic Search Index
Journal :
ISPRS International Journal of Geo-Information
Publication Type :
Academic Journal
Accession number :
119123999
Full Text :
https://doi.org/10.3390/ijgi5100184