首页 | 本学科首页   官方微博 | 高级检索  
     检索      

启发式多无人机协同路网持续监视轨迹规划
引用本文:王通,黄攀峰,董刚奇.启发式多无人机协同路网持续监视轨迹规划[J].航空学报,2020,41(z1):723753-723753.
作者姓名:王通  黄攀峰  董刚奇
作者单位:1. 西北工业大学 航天学院, 西安 710072;2. 西北工业大学 航天飞行动力学技术重点实验室, 西安 710072
摘    要:研究了旋翼无人机组在路网环境下的协同持续监视问题。基于最优化原理定义了路网持续监视问题。通过简化路网离散过程、考虑传感器识别准确度、引入不确定度度量,提出面向事件的路网持续监视问题建模方法。针对路网持续监视轨迹规划问题的特殊性,设计了一种启发式多无人机协同轨迹规划算法。通过理论分析和仿真对比,表明了算法的可行性、准确性和通用性。所提算法作为对当前路网巡逻方法的扩充,不仅可解决实际路网移动持续监视任务,也为基于图模型的持续数据采集、连续覆盖等任务提供一种解决方案。

关 键 词:启发式算法  多无人机  协同  传感器覆盖  路网  持续监视  
收稿时间:2019-12-13
修稿时间:2019-12-25

Cooperation path planning of multi-UAV in road-network continuous monitoring
WANG Tong,HUANG Panfeng,DONG Gangqi.Cooperation path planning of multi-UAV in road-network continuous monitoring[J].Acta Aeronautica et Astronautica Sinica,2020,41(z1):723753-723753.
Authors:WANG Tong  HUANG Panfeng  DONG Gangqi
Institution:1. School of Astronautics, Northwestern Polytechnical University, Xi'an 710072, China;2. National Key Laboratory of Aerospace Flight Dynamics, Northwestern Polytechnical University, Xi'an 710072, China
Abstract:In this paper, the problem of continuous monitoring of rotor UAVs in road-network environment is studied. Based on the optimization principle, the multi-UAVs road-network continuous monitoring problem is defined. By simplifying the discrete process for environment, considering the detection accuracy of sensors, and introducing uncertainty measurement, a model for road-network continuous monitoring is constructed. To address the particularity of path planning in continuous monitoring, a heuristic multi-UAVs cooperative path planning algorithm is designed. The theoretical analysis and simulation comparison verify the feasibility, accuracy, and generality of the proposed algorithm in multi-UAVs road-network continuous monitoring. As an extension of road-network patrolling method, this algorithm can not only provide a solution for the continuous monitoring task of road-network, but also be applied to the persistent data collection and continuous coverage tasks based on the graph model.
Keywords:heuristic algorithm  multi-UAVs  cooperation  sensor coverage  road-network  continuous monitoring  
本文献已被 CNKI 万方数据 等数据库收录!
点击此处可从《航空学报》浏览原始摘要信息
点击此处可从《航空学报》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号