地理学报

地理学报 ›› 2020, Vol. 75 ›› Issue (5): 917-930.doi: 10.11821/dlxb202005003

• 理论与方法 • 上一篇    下一篇

城镇化区域无人机低空航路网迭代构建的理论体系与技术路径

徐晨晨1,2, 叶虎平1, 岳焕印1,3,4, 谭翔1,4, 廖小罕1,4()   

  1. 1.中国科学院地理科学与资源研究所 资源与环境信息系统国家重点实验室,北京 100101
    2.中国科学院大学,北京 100190
    3.天津中科无人机应用研究院,天津 301800
    4.中国科学院无人机应用与管控研究中心,北京 100101
  • 收稿日期:2019-11-11 修回日期:2020-04-20 出版日期:2020-05-25 发布日期:2020-07-25
  • 作者简介:徐晨晨(1991-), 女, 安徽人, 博士生, 主要从事无人机航路规划、无人机遥感等研究。E-mail: xucc.14s@igsnrr.ac.cn
  • 基金资助:
    国家重点研发计划(2017YFB0503005);国家自然科学基金项目(41971359);国家自然科学基金项目(41771388);天津市智能制造专项(Tianjin-IMP-2)

Iterative construction of UAV low-altitude air route network in an urbanized region: Theoretical system and technical roadmap

XU Chenchen1,2, YE Huping1, YUE Huanyin1,3,4, TAN Xiang1,4, LIAO Xiaohan1,4()   

  1. 1.State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China
    2.University of Chinese Academy of Sciences, Beijing 100190, China
    3.Institute of UAV Application Research, Tianjin and CAS, Tianjin 301800, China
    4.The Research Center for UAV Applications and Regulation, CAS, Beijing 100101, China
  • Received:2019-11-11 Revised:2020-04-20 Published:2020-05-25 Online:2020-07-25
  • Supported by:
    National Key R&D Program of China(2017YFB0503005);National Natural Science Foundation of China(41971359);National Natural Science Foundation of China(41771388);Tianjin Intelligent Manufacturing Project(Tianjin-IMP-2)

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摘要：

由于低空环境复杂,当前以无人机为应用主体的低空空域资源开发安全性和利用效率较低。而随着无人机数量的迅猛发展和商业化应用的快速扩张,旺盛的飞行需求与有限的飞行空间在低空的矛盾日益突出,如何安全、高效地管理无人机低空活动成为突出问题。目前各国都在探索解决途径,其中无人机低空航路是一种由中国科学院率先提出并得到业界和中国民用航空局认可的无人机低空交通和低空资源高效利用的综合解决方案。然而,这一概念还处在探索阶段,如何构建还不太明晰,尤其是对于地表环境复杂和高动态变化的城镇化区域,如何快速获取高精度的地理信息以满足无人机安全、高效飞行也是一大难题。鉴于遥感技术在航路的敏感信息提取与深化处理方面呈现出良好的应用前景,本文提出一种基于遥感和地理信息技术的城镇化区域低空公共航路网的高效迭代构建方法,并从理论支撑和已有研究基础论证了该方法的可行性。该研究技术路径主要包括基于地面路网生成具有多高度层的I级航路网,以充分利用地面交通设施;利用航路正约束地理要素生成II级航路网,如沿路的城市绿地和水域;规避负约束地理要素构建III级航路网,主要包括建筑物、通信盲区和电力线（杆）等;最后,通过仿真飞行和实际飞行测试分别生成IV、V级航路网,通过实际量测对比分析来检验无人机飞行的环境地图,保证飞行的安全性。以上方法基于遥感、地理信息、航空、交通等交叉学科解决无人机低空运行难题,为构建无人机低空航路网提供了一种新思路。更进一步讲,本文在低空领域运用地理学方法构建无人机航路网,是继无人机遥感应用之后无人机在地理学应用的又一大突破,同时也拓展了地理学的研究范畴,必将推动地理科学发展。

关键词: 无人机, 城镇化区域, 低空航路网, 迭代构建, 遥感提取

Abstract:

The complexity in low altitude has hindered the development and utilization of low-altitude airspace resources with UAVs as the main application users. With the rapid increase of UAV numbers and the rapid expansion of commercial application of UAVs, the conflict between the increasing flight demand and the limited flight space is increasingly prominent at low altitude. Therefore, how to conduct the activities of UAVs at low-altitude safely and efficiently is a problem to be urgently solved. Many countries or regions are looking for solutions. Among the proposed solutions or methods, the low-altitude public air route network of UAVs, which is proposed firstly by the Chinese Academy of Sciences (CAS) to orderly manage UAV low-altitude traffic and efficiently utilize low-altitude resources, has been widely recognized. However, the concept is still in the early exporting stage and is not clear on how to construct. In addition, how to quickly acquire high-precision geographic information to support safe and efficient flights of UAV in low altitude, especially in urban areas with complex and high-dynamic changeable surface environment, is also difficult. In view of the promising application of remote sensing (RS) technology in extracting and processing air route sensitive elements, this paper proposes a method to efficiently and iteratively construct the low-altitude public air route network by RS and geographic information technology in urban areas, and then demonstrates the feasibility of this method from theoretical support and existing research foundation. The technical roadmap includes four steps: (1) generating the first-level air route network based on ground roads to make full use of ground traffic facilities; (2) constructing the second-level air route network by using positive constraints of air routes, such as green lands and waters; (3) constructing the third-level air route network by avoiding negative constraints of air routes, including buildings, weak-communication areas and power lines (poles); (4) generating the fourth- and fifth-level air route network by simulated flight and practical flight tests. Comparative analysis between actual measurement and simulated environment map is conducted to ensure safe UAV flights. The method proposed above comprehensively utilizes interdisciplinary technologies such as RS, geographic information system (GIS), aviation and transportation, and provides a new way to make safe and efficient UAV operations in low altitude. Furthermore, this paper uses geography method to construct UAV air route network in low altitude, which is another breakthrough in the application of UAVs in geography after UAV remote sensing application. It also expands the research scope of geography and will certainly promote the development of geographic science.

Key words: UAV, urban areas, low-altitude air route network, irritative construction, remote sensing extraction