Title :
An approximation path planning algorithm for fixed-wing UAVs in stationary obstacle environment
Author :
Wang Zhong ; Li Yan ; Li Wenchao
Author_Institution :
Northwestern Polytech. Univ., Xian, China
Abstract :
In this paper, we study the curvature-constrained path planning problem for fixed-wing UAVs in stationary obstacle environment. We first use enclosing circles to redefine the polygonal obstacles, thus incorporating curvature constraint into the path planning algorithm. It is proved in this paper that the curvature-constrained path planning problem in the presence of stationary circular obstacles is NP-complete. To reduce the computational complexity of the path planning problem, a novel approximation planning scheme based on Dubins path is proposed. In the scheme, incremental planning strategy and orientation angle discretization method are used to compute the flyable Dubins trajectory set between the two given points. Compared with the existing algorithms, the proposed algorithm performs well in numerical experiments and computational cost is relatively low.
Keywords :
approximation theory; autonomous aerial vehicles; collision avoidance; computational complexity; Dubins path; NP-complete problem; approximation path planning algorithm; computational complexity; curvature-constrained path planning problem; fixed-wing UAV; incremental planning strategy; orientation angle discretization method; polygonal obstacles; stationary obstacle environment; unmanned aerial vehicles; Approximation algorithms; Approximation methods; Computational efficiency; Planning; Trajectory; Turning; Dubins trajectory; UAV; curvature constraint; path planning;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896704