基于无人机的智慧城市治理综述
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曹汉卿(1983—), 男, 学士, 从事交通管理与控制、 公安信息化技术和应用工作。

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V19;TU99;F562

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Review of Smart City Governance Based on Unmanned Aerial Vehicles
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    摘要:

    现代城市面临日益复杂的动态治理需求,无人机系统为城市治理提供了全新技术手段。聚焦“感知采集—数据传输—数据处理—应用场景”的治理链条,系统梳理了无人机赋能城市治理的研究与实践。感知采集层分析了典型传感器性能,强调多模态融合是提升城市场景识别精度的关键趋势;数据传输层评述了通信协议与网络路由在城市动态环境下的适应性与挑战;数据处理层综述了目标检测与跟踪模型,并探讨了基于边缘计算的本地快速决策机制;应用场景层以交通监控和治安管理为例,展示了无人机提升城市动态感知与决策效率的价值。分析表明,无人机治理模式有效提升了城市智能化水平,但仍面临多机协同、异构网络融合及复杂环境感知等挑战。未来研究需着力于高效计算、自主决策能力提升及其与城市治理机制的深度协同,以驱动安全、高效、可持续的智慧城市建设。

    Abstract:

    Modern cities face increasingly complex and dynamic governance demands, and unmanned aerial vehicle (UAV) systems offer a new technological approach to urban governance. Focusing on the governance chain of “perception acquisition - data transmission - data processing - application scenarios”, the research and practice on UAV-enabled urban governance are systematically sorted out. In the perception acquisition layer, the performance of typical sensors is analyzed, emphasizing that multimodal fusion is a key trend for improving the accuracy of urban scene recognition. In the data transmission layer, the adaptability and challenges of communication protocols and network routing in dynamic urban environments are reviewed. In the data processing layer, the target detection and tracking models are summarized, and a local rapid decision-making mechanism based on edge computing is discussed. In the application scenarios layer, the traffic monitoring and public security management are taken as the examples to demonstrate the value of UAVs in enhancing dynamic perception and decision-making efficiency in cities. The analysis shows that UAV-based governance models effectively improve the level of urban intelligence but still face challenges such as multi-UAV collaboration, heterogeneous network integration and complex environment perception. Future research should focus on the efficient computing, the enhancement of autonomous decision-making capabilities, and the deep coordination with urban governance mechanisms to promote the construction of safe, efficient and sustainable smart cities.

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曹汉卿, 王雨晗, 陈国佳.基于无人机的智慧城市治理综述[J].城市道桥与防洪,2026,(4):13-24.

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  • 收稿日期:2025-12-08
  • 最后修改日期:2025-12-25
  • 录用日期:2025-12-29
  • 在线发布日期: 2026-04-28
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