基于改进Fleury算法的无人机巡线路径规划UAV Path planning for line patrol based on improved Fleury algorithm
束庆霏,蔡佳澄,王思凡,肖美岑,何杨阳,陈宇晨
SHU Qingfei,CAI Jiacheng,WANG Sifan,XIAO Meicen,HE Yangyang,CHEN Yuchen
摘要(Abstract):
基于图论知识,结合中国邮递员问题的研究方法,采用改进的Fleury算法,添加随机选择元素(主线分支节点随机,支线端点随机),得到近似最优的无人机巡线路径。通过算法结果可知:简单线路的巡线路径一般按照主线杆塔顺序,复杂线路的巡线路径没有明显规律。经验证,所提算法程序实用性强,容错率高,适用于所有简单线路和复杂线路,巡线里程一般比实际里程多出10%~30%,效果较为理想。
The knowledge of graph theory, the research method for the Chinese postman problem, and the improved Fleury algorithm are applied with the addition of random selection elements(i.e., random branch nodes on the main line and endpoints on the branch line) to obtain the near-optimal UAV patrol paths. The calculation results show that the patrol path of simple lines generally follows the order of mainline towers, while there is no clear rule for the patrol path of complex lines. It is verified that the proposed algorithm procedure is practical and fault-tolerant, applicable to all simple and complex lines; the patrol mileage is generally 10% to 30% more than the actual mileage, ideally effective.
关键词(KeyWords):
无人机;路径规划;Fleury算法;图论;中国邮递员问题
UAV;path planning;Fleury algorithm;graph theory;Chinese postman problem
基金项目(Foundation):
作者(Author):
束庆霏,蔡佳澄,王思凡,肖美岑,何杨阳,陈宇晨
SHU Qingfei,CAI Jiacheng,WANG Sifan,XIAO Meicen,HE Yangyang,CHEN Yuchen
DOI: 10.19585/j.zjdl.202301011
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