基于Dijkstra算法的建筑疏散边缘计算与物联网系统设计与实现

Yanping Ji, Wensi Wang, Wang Chen, Liting Zhang, Mengyu Yang, Xiaowen Wang
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引用次数: 0

摘要

近年来中国新建的大型复杂建筑,如奥运场馆、机场、大型医院等,都带来了新的消防疏散问题。许多设计正在使用物联网(IoT)技术来增强建筑物对火焰和烟雾的感知。本文除了利用物联网提高建筑物的火灾意识外,还设计了一套基于Dijkstra最短路径法的算法,在本地FPGA边缘计算终端上运行,确定当前最优疏散路径。具有疏散照明系统的物联网系统为建筑物中的人员提供最佳路线指示。与传统的物联网和云计算技术相比,本设计采用靠近数据终端的FPGA对采集到的数据进行实时处理和分析,有效提高了数据响应速度,减少了海量数据带来的带宽拥塞。降低物联网的功耗。该系统在北京工业大学办公楼进行了测试,在不同的火灾条件下,该系统可以有效地指示路径。在发生火灾时,疏散算法可以每10秒更新一次,应急灯每5秒更新一次,并指示一条应急路线。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dijkstra Algorithm Based Building Evacuation Edge Computing and IoT System Design and Implementation
Large and complex buildings built in China in recent years, such as Olympic venues, airports, and large hospitals, have brought new fire evacuation problems. Many designs are using Internet of Things (IoT) technology to enhance buildings’ perception of flames and smoke. In this paper, in addition to using IoT to improve the fire-awareness of buildings, a set of algorithms based on the Dijkstra’s shortest path method is designed to operate on the local FPGA edge computing terminal to determine the current optimal evacuation path. An IoT system with an evacuation lighting system provides an optimal route indication for people in the building. Compared with the traditional Internet of Things and cloud computing technology, this design uses FPGA near the data terminal to process and analyze the collected data in real time, which effectively improves the speed of data response and Reduced bandwidth congestion caused by massive data. Reduced power consumption of IoT. The system was tested in the office building of Beijing University of Technology, which can effectively indicate the path under different fire conditions. In the event of a fire, the evacuation algorithm can be updated every 10 seconds, and the emergency lights are updated every 5 seconds and indicate an emergency route.
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