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The optimal locations of surveillance cameras on straight lanes

机译:直行车道监控摄像机的最佳位置

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摘要

In this paper, we investigate the optimal locations of surveillance cameras on straight lanes. As known, inappropriate settings of surveillance cameras will result in some dead angles and dead space, and oversetting of surveillance cameras will waste limited resources. The considered location problem aims to minimize the maximal detection failure probability of points on straight lane subject to a limited budget. The problem is an important and complex location problem in practice. The purpose of this paper is twofold. Firstly, exact closed forms of optimal locations of single-type surveillance cameras are derived. Secondly, we apply a PSO algorithm for solving the types and locations of multiple-type surveillance cameras. Numerical results are reported and compared with those by well known software LINGO. Limited numerical results show the effectiveness of PSO especially when the budget is limited.
机译:在本文中,我们研究了在直线车道上监视摄像机的最佳位置。众所周知,监视摄像机的设置不当将导致某些死角和死角,监视摄像机的过高设置将浪费有限的资源。所考虑的位置问题旨在在预算有限的情况下最小化直行车道上的点的最大检测失败概率。在实际中,该问题是重要且复杂的位置问题。本文的目的是双重的。首先,推导了单类型监控摄像机最优位置的精确封闭形式。其次,我们将PSO算法用于求解多种类型的监控摄像机的类型和位置。报告了数值结果,并将其与知名软件LINGO进行了比较。有限的数值结果显示了PSO的有效性,尤其是在预算有限的情况下。

著录项

  • 来源
    《Expert Systems with Application》 |2011年第5期|p.5416-5422|共7页
  • 作者单位

    Department of Industrial Management, National Formosa University, Huwei, Yunlin 632, Taiwan;

    Department of Security Technology and Management, WuFeng University, Ming-Hsiung, Chia-Yi 621, Taiwan;

    Graduate Institute of Marketing and Logistics/Transportation, National ChiaYi University, Chia-Yi 600, Taiwan;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    surveillance camera; lane; optimization; location; PSO;

    机译:监控摄像头;车道;优化;位置;粒子群算法;

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