基于模糊逻辑的室内多传感器网络火灾探测系统

F. Rachman, G. Hendrantoro, Wirawan
{"title":"基于模糊逻辑的室内多传感器网络火灾探测系统","authors":"F. Rachman, G. Hendrantoro, Wirawan","doi":"10.1109/ICoICT49345.2020.9166416","DOIUrl":null,"url":null,"abstract":"This paper presents the development of a fire detection system using a wireless multi-sensor network based on fuzzy logic rules. Until recently, the fire detection systems have been limited in the coverage area and installation of the device, so that the sensitivity of the sensor becomes limited indoor. This research proposes the use of multi-sensor system to detect indoor phenomena. The Fuzzy logic method is used to process data on multiple sensors and the cluster head (CH). The result of multi-sensor data processing is the condition level on the end device (ED). The test results show that the data processing using fuzzy logic for the measurements from distributed sensors reduces the data storage and computing complexity at the fusion center (FC). Fire detection application (FDA) displays the status condition (SC), where data sources from multi-sensor nodes are displayed as room conditions.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"18 4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"A Fire Detection System Using Multi-Sensor Networks Based on Fuzzy Logic in Indoor Scenarios\",\"authors\":\"F. Rachman, G. Hendrantoro, Wirawan\",\"doi\":\"10.1109/ICoICT49345.2020.9166416\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents the development of a fire detection system using a wireless multi-sensor network based on fuzzy logic rules. Until recently, the fire detection systems have been limited in the coverage area and installation of the device, so that the sensitivity of the sensor becomes limited indoor. This research proposes the use of multi-sensor system to detect indoor phenomena. The Fuzzy logic method is used to process data on multiple sensors and the cluster head (CH). The result of multi-sensor data processing is the condition level on the end device (ED). The test results show that the data processing using fuzzy logic for the measurements from distributed sensors reduces the data storage and computing complexity at the fusion center (FC). Fire detection application (FDA) displays the status condition (SC), where data sources from multi-sensor nodes are displayed as room conditions.\",\"PeriodicalId\":113108,\"journal\":{\"name\":\"2020 8th International Conference on Information and Communication Technology (ICoICT)\",\"volume\":\"18 4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 8th International Conference on Information and Communication Technology (ICoICT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICoICT49345.2020.9166416\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 8th International Conference on Information and Communication Technology (ICoICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICoICT49345.2020.9166416","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

摘要

本文介绍了一种基于模糊逻辑规则的无线多传感器网络火灾探测系统的开发。直到最近,火灾探测系统的覆盖范围和设备的安装都受到限制,使得传感器在室内的灵敏度受到限制。本研究提出使用多传感器系统来检测室内现象。采用模糊逻辑方法对多个传感器和簇头数据进行处理。多传感器数据处理的结果就是终端设备(ED)上的状态电平。实验结果表明,采用模糊逻辑对分布式传感器测量数据进行处理,降低了融合中心(FC)的数据存储和计算复杂度。火灾探测应用程序(FDA)显示状态条件(SC),其中来自多传感器节点的数据源显示为房间条件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Fire Detection System Using Multi-Sensor Networks Based on Fuzzy Logic in Indoor Scenarios
This paper presents the development of a fire detection system using a wireless multi-sensor network based on fuzzy logic rules. Until recently, the fire detection systems have been limited in the coverage area and installation of the device, so that the sensitivity of the sensor becomes limited indoor. This research proposes the use of multi-sensor system to detect indoor phenomena. The Fuzzy logic method is used to process data on multiple sensors and the cluster head (CH). The result of multi-sensor data processing is the condition level on the end device (ED). The test results show that the data processing using fuzzy logic for the measurements from distributed sensors reduces the data storage and computing complexity at the fusion center (FC). Fire detection application (FDA) displays the status condition (SC), where data sources from multi-sensor nodes are displayed as room conditions.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信