城市环境下多架固定翼无人机路网穿越研究

Tianhe Lu, Li Liu
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引用次数: 0

摘要

路网在城市环境中起着重要的作用,因此对路网沿线的勘测工作应引起重视。然而,路网的复杂性带来了许多困难。考虑到路网相邻关系和固定翼无人机转弯半径的约束,定义了问题模型,包括路网模型和对不同类型节点的描述。针对路网遍历问题,提出了一种基于角度约束的改进深度优先搜索(DFS-AC)和双染色体遗传算法的方法。仿真结果表明,该方法能够解决固定翼无人机无路可飞的无可行节点和无不可行的路网穿越问题。
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Research on Road-Network Traversal of Fixed-Wing Multi-UAV in Urban Environment
Road-network plays an important role in urban environment, so the reconnaissance along it should be attached much attention. However, the complexity of the road-network brings a lot of difficulties. In this paper, considering the constraints of road-network adjacent relationship and turn radius of fixed-wing UAV, we defined the problem model, including the road-network model with the description for different kinds of nodes. For road-network traversal problem, this paper proposed a method using improved depth-first search with angle constraint (DFS-AC) and genetic algorithm with double chromosome. The simulation results show that this method is able to solve road-network traversal problem both with and without infeasible nodes, at which fixed-wing UAV has no road to fly along.
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