Design of a UAV-Based Videosurveillance System with Tactile Internet Constraints in a 5G Ecosystem

Christian Grasso, G. Schembra
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引用次数: 21

Abstract

One of the main goals of the new fifth generation of cellular networks (5G) is to provide the programmability, flexibility, and modularity that are required to create multiple logical networks, called network slices, each tailored for a given vertical use case, on top of a common network infrastructure. A particular network slice that is expected to be able to create a plethora of new opportunities and applications, is the Tactile Internet, aiming at guaranteeing e2e delays not greater than 1 ms to its users. Matching this very severe requirement does not only depend on the length of the physical path that information should follow flowing from sensors to actuators, but also on the size of each information. This is the case of a video-surveillance system that uses Unmanned Aerial Vehicles (UAV) to capture high-resolution images with a frame rate of thousands frames per second. Considering this kind of scenarios, this paper proposes a Tactile Internet architecture for video-surveillance systems. An analytical model based on Markov chains is defined to evaluate delays and job loss probability in order to allow designers to dimension system elements to be compliant with the Tactile Internet requirements.
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5G生态系统下基于触觉互联网约束的无人机视频监控系统设计
新的第五代蜂窝网络(5G)的主要目标之一是提供创建多个逻辑网络(称为网络切片)所需的可编程性、灵活性和模块化,每个逻辑网络都针对特定的垂直用例在公共网络基础设施之上进行定制。一个特殊的网络切片有望创造大量的新机会和应用,是触觉互联网,旨在保证端到端延迟不大于1毫秒的用户。满足这一非常严格的要求不仅取决于信息从传感器流向执行器的物理路径的长度,还取决于每个信息的大小。这是使用无人机(UAV)捕捉每秒数千帧的高分辨率图像的视频监控系统的情况。针对这种场景,本文提出了一种用于视频监控系统的触觉互联网架构。定义了一个基于马尔可夫链的分析模型来评估延迟和工作损失概率,从而使设计人员能够对系统元素进行量纲化,使其符合触觉互联网的要求。
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