Camera Planning for Physical Safety of Outdoor Electronic Devices: Perspective and Analysis

IF 19.2 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Qin Su;Lei Shu;Gerhard Petrus Hancke;Kai Huang;Edmond Nurellari;Qingsong Zhao;Nikumani Choudhury;Anakhi Hazarika
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Abstract

Camera technology advancement and deployment continue to play a vital role in modern life and production, amongst other capabilities, generating relevant visual information. The challenge of optimizing the use and deployment of camera networks in various applications (e.g., surveillance, traffic monitoring, and public safety to name but just a few) has attracted considerable attention from both academia and industries. Camera planning is the first step in addressing this challenge. The surveillance objectives and scenes of a camera network dictate the modelling and optimization algorithms for camera planning. However, existing reviews have primarily focused on models or optimization algorithms, with insufficient attention given to surveillance scenes. This review aims to bridge this gap by 1) Classifying surveillance scenes into the urban environment and rural outdoor environment and comparing the surveillance requirements and challenges; 2) Summarizing the details of camera coverage optimization in the relevant literature from the perspective of deployment scenes; and 3) Proposing a new surveillance scene —Solar Insecticidal Lamps with the Internet of Things—as a case study to analyze the surveillance requirement and challenges in agricultural outdoor environment. Finally, we state the technical outlook on the physical safety of outdoor electronic devices in agriculture settings and provide insights to draw more attention and effort into this area.
户外电子设备物理安全的相机规划:观点与分析
相机技术的进步和部署在现代生活和生产中继续发挥着至关重要的作用,除其他功能外,还可以产生相关的视觉信息。在各种应用(例如,监视、交通监控和公共安全)中优化摄像机网络的使用和部署的挑战已经引起了学术界和工业界的相当大的关注。相机规划是解决这一挑战的第一步。摄像机网络的监控目标和监控场景决定了摄像机规划的建模和优化算法。然而,现有的评论主要集中在模型或优化算法上,对监控场景的关注不足。本文旨在通过以下方法弥补这一空白:1)将监控场景分为城市环境和农村室外环境,并比较监控需求和挑战;2)从部署场景的角度,总结相关文献中摄像机覆盖优化的细节;3)以物联网太阳能杀虫灯为例,提出一种新的监控场景,分析农业户外环境的监控需求和挑战。最后,我们陈述了农业环境中户外电子设备物理安全的技术前景,并提供了引起更多关注和努力的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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