Design of home fire detection system based on wireless multi-sensor data fusion

Aiming at the shortcomings of false alarm and leakage alarm in the existing fire detection system and the complicated wiring,high cost and poor flexibility of the traditional wired fire detection system,a set of home fire detection system based on wireless multi-sensor data fusion was designed,to de...

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Main Authors: Wenbin CHENG, Lei DU, Yiyi LIU
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2017-09-01
Series:Dianxin kexue
Subjects:
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017231/
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author Wenbin CHENG
Lei DU
Yiyi LIU
author_facet Wenbin CHENG
Lei DU
Yiyi LIU
author_sort Wenbin CHENG
collection DOAJ
description Aiming at the shortcomings of false alarm and leakage alarm in the existing fire detection system and the complicated wiring,high cost and poor flexibility of the traditional wired fire detection system,a set of home fire detection system based on wireless multi-sensor data fusion was designed,to detect the fire safety hazards caused by kitchen equipment aging,electrical wiring aging or electrical equipment aging.The design of multi-sensor data fusion algorithm,fire detection system hardware framework and software implementation were described in detail.The simulation results show that the scheme has the characteristics of high accuracy and flexibility.
format Article
id doaj-art-3ef70176fe4c48e8b0ea93b2e8e0eb8b
institution Kabale University
issn 1000-0801
language zho
publishDate 2017-09-01
publisher Beijing Xintong Media Co., Ltd
record_format Article
series Dianxin kexue
spelling doaj-art-3ef70176fe4c48e8b0ea93b2e8e0eb8b2025-01-15T03:12:13ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012017-09-013317418159600402Design of home fire detection system based on wireless multi-sensor data fusionWenbin CHENGLei DUYiyi LIUAiming at the shortcomings of false alarm and leakage alarm in the existing fire detection system and the complicated wiring,high cost and poor flexibility of the traditional wired fire detection system,a set of home fire detection system based on wireless multi-sensor data fusion was designed,to detect the fire safety hazards caused by kitchen equipment aging,electrical wiring aging or electrical equipment aging.The design of multi-sensor data fusion algorithm,fire detection system hardware framework and software implementation were described in detail.The simulation results show that the scheme has the characteristics of high accuracy and flexibility.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017231/multi-sensor data fusionfire detectionCC1101neural networkfuzzy controlSTM32F407
spellingShingle Wenbin CHENG
Lei DU
Yiyi LIU
Design of home fire detection system based on wireless multi-sensor data fusion
Dianxin kexue
multi-sensor data fusion
fire detection
CC1101
neural network
fuzzy control
STM32F407
title Design of home fire detection system based on wireless multi-sensor data fusion
title_full Design of home fire detection system based on wireless multi-sensor data fusion
title_fullStr Design of home fire detection system based on wireless multi-sensor data fusion
title_full_unstemmed Design of home fire detection system based on wireless multi-sensor data fusion
title_short Design of home fire detection system based on wireless multi-sensor data fusion
title_sort design of home fire detection system based on wireless multi sensor data fusion
topic multi-sensor data fusion
fire detection
CC1101
neural network
fuzzy control
STM32F407
url http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017231/
work_keys_str_mv AT wenbincheng designofhomefiredetectionsystembasedonwirelessmultisensordatafusion
AT leidu designofhomefiredetectionsystembasedonwirelessmultisensordatafusion
AT yiyiliu designofhomefiredetectionsystembasedonwirelessmultisensordatafusion