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Architecture and Scheduling Method of Cloud Video Surveillance System Based on IoT

机译:基于物联网的云视频监控系统架构与调度方法

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摘要

To realize conveniently deployed video surveillance applications, this paper designs a cloud service system employing ubiquitously available IoT nodes. Considering limited capacity of each IoT node, this paper first describes the system architecture and operation procedure for application requests, and introduces the design of scheduler's function and typical video processing algorithms. Further, for decreasing transmission conflicts among video/image processor nodes, this paper proposes a scheduling methods based on Genetic Algorithm to rationally utilize the cooperative IoT nodes. Simulation results show that, compared with common methods such as random scheduling and opportunity-balanced scheduling, this method yields much smaller processing delay and transmission delay, together with higher packet delivery ratio.
机译:为了实现方便部署的视频监控应用程序,本文设计了一种使用无处不在的物联网节点的云服务系统。考虑到每个物联网节点的容量有限,本文首先描述了应用程序请求的系统架构和操作流程,并介绍了调度程序的功能和典型的视频处理算法的设计。此外,为了减少视频/图像处理器节点之间的传输冲突,本文提出了一种基于遗传算法的调度方法,以合理利用协同物联网节点。仿真结果表明,与随机调度和机会平衡调度等常用方法相比,该方法产生的处理延迟和传输延迟要小得多,并且分组传输率更高。

著录项

  • 来源
  • 会议地点 Zhangjiajie(CN)
  • 作者单位

    School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China;

    School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China;

    School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China;

    School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China;

    School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China;

    School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China;

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

    Video surveillance; Internet of things; Cloud computing; Scheduling; Transmission conflicts; Video processing;

    机译:视频监控;物联网;云计算;排程;传输冲突;视频处理;

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