PTZ Camera Scheduling for Selected Area Coverage in Visual Sensor Networks

Ling Guo, Yuqing Zhu, Deying Li, Donghyun Kim
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引用次数: 3

Abstract

Visual sensor networks (VSNs) can track multiple pedestrians and capture high-quality videos of the monitored area. Therefore, VSNs is ideal for providing good broadcast service. In sports broadcasting, a basic requirement for broadcasters is to report the significant events as quickly as possible when they take place. To meet this requirement, we propose the Camera Scheduling for selected area coverage problem (CamS). Considering that Pan-Tilt-Zoom (PTZ) camera sensor has the flexibility of configuring its angle of view in both horizontal and vertical dimensions, we apply PTZ camera sensors to solve CamS. A polynomial time optimal algorithm that schedules PTZ camera sensors elegantly is devised for CamS. We set many realistic application scenarios in simulation and thoroughly study how our algorithm's performance is affected by different environmental parameters, including angle velocity, the number of camera sensors and the number of sub-areas.
视觉传感器网络中选定区域覆盖的PTZ摄像机调度
视觉传感器网络(VSNs)可以跟踪多个行人并捕获监控区域的高质量视频。因此,VSNs是提供良好广播业务的理想选择。在体育转播中,对广播公司的一个基本要求是在重大赛事发生时尽快报道。为了满足这一要求,我们提出了针对选定区域覆盖问题(CamS)的摄像机调度。考虑到PTZ (Pan-Tilt-Zoom)相机传感器在水平和垂直两个维度上都有灵活的视角配置,我们采用PTZ相机传感器来解决CamS问题。设计了一种多项式时间最优算法,实现了PTZ相机传感器的优化调度。我们在模拟中设置了许多真实的应用场景,深入研究了不同环境参数对算法性能的影响,包括角速度、相机传感器数量和子区域数量。
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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