Real-time path planning in dynamic environments for unmanned aerial vehicles using the curve-shortening flow method

被引:3
作者
Huptych, Marcel [1 ]
Roeck, Sascha [1 ]
机构
[1] Univ Appl Sci Esslingen, Fac Mech Engn, Virtual Automat Lab, Kanalstr 33, D-73728 Esslingen, Germany
关键词
Path planning; dynamic environment; real-time; unmanned aerial vehicle; spatial path; curve-shortening flow method; elastic bands method; OBSTACLE AVOIDANCE; GENERATION; FRAMEWORK;
D O I
10.1177/1729881420968687
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This article proposes a new algorithm for real-time path planning in dynamic environments based on space-discretized curve-shortening flows. The so-called curve-shortening flow method shares working principles with the well-established elastic bands method and overcomes some of its drawbacks concerning numerical robustness and parameterability. This is achieved by efficiently applying semi-implicit time integration for evolving the path and secondly by developing a methodology for setting the algorithm's parameters based on physical quantities. Different short- and long-term validation scenarios are performed with three interlinked instances of the curve-shortening flow method each running on an individual industrial control and driving a real or a simulated unmanned aerial vehicle.
引用
收藏
页数:16
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