作者
Yinghao Xie, Yihong Hu, Yuejun Chen, Yaqiong Liu, Guochu Shou
发表日期
2018/10/18
研讨会论文
2018 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC)
页码范围
118-1187
出版商
IEEE
简介
In the context of Internet of Things (IoT) environments, obtaining the target's location information by analyzing a large number of video data captured by widely distributed camera nodes shows a good development prospect. As far as video analytics is concerned, for the purpose of reducing high processing costs and transmission time of video data, it is an effective solution to offload computing from the cloud to edge devices. In this paper, we design a four-layer video analytics architecture with the concept of edge computing and adopt the lightweight virtualization provided by the container technology to modularize the video analytics process. Based on the proposed architecture, an video analytics-based intelligent indoor positioning system is implemented. The proposed system can provide centimeter-level positioning accuracy and, at the same time, has a lower response delay than traditional cloud computing …
引用总数
2020202120222023202416422
学术搜索中的文章
Y Xie, Y Hu, Y Chen, Y Liu, G Shou - 2018 International Conference on Cyber-Enabled …, 2018