Yanping Ji, Wensi Wang, Wang Chen, Liting Zhang, Mengyu Yang, Xiaowen Wang
{"title":"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","authors":"Yanping Ji, Wensi Wang, Wang Chen, Liting Zhang, Mengyu Yang, Xiaowen Wang","doi":"10.1109/PIC53636.2021.9687040","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":297239,"journal":{"name":"2021 IEEE International Conference on Progress in Informatics and Computing (PIC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dijkstra Algorithm Based Building Evacuation Edge Computing and IoT System Design and Implementation\",\"authors\":\"Yanping Ji, Wensi Wang, Wang Chen, Liting Zhang, Mengyu Yang, Xiaowen Wang\",\"doi\":\"10.1109/PIC53636.2021.9687040\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":297239,\"journal\":{\"name\":\"2021 IEEE International Conference on Progress in Informatics and Computing (PIC)\",\"volume\":\"42 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE International Conference on Progress in Informatics and Computing (PIC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PIC53636.2021.9687040\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Progress in Informatics and Computing (PIC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PIC53636.2021.9687040","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.