Intelligent Smoke Alarm System with Wireless Sensor Network Using ZigBee
Joint Authors
Cheng, Shin-Ming
Cheng, Jun
Wu, Qin
Cao, Jiashuo
Zhou, Chuang
Huang, Ji
Li, Zhuo
Pan, Guanghui
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-03-22
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
The conflagration of fire is still a serious problem caused by humans, and houses are at a high risk of fire.
Recently, people have used smoke alarms which only have one sensor to detect fire.
Smoke is emitted in several forms in daily life.
A single sensor is not a reliable way to detect fire.
With the rapid advancement in Internet technology, people can monitor their houses remotely to determine the current condition of the house.
This paper introduces an intelligent smoke alarm system that uses ZigBee transmission technology to build a wireless network, uses random forest to identify smoke, and uses E-charts for data visualization.
By combining the real-time dynamic changes of various environmental factors, compared to the traditional smoke alarm, the accuracy and controllability of the fire warning are increased, and the visualization of the data enables users to monitor the room environment more intuitively.
The proposed system consists of a smoke detection module, a wireless communication module, and intelligent identification and data visualization module.
At present, the collected environmental data can be classified into four statuses, that is, normal air, water mist, kitchen cooking, and fire smoke.
Reducing the frequency of miscalculations also means improving the safety of the person and property of the user.
American Psychological Association (APA)
Wu, Qin& Cao, Jiashuo& Zhou, Chuang& Huang, Ji& Li, Zhuo& Cheng, Shin-Ming…[et al.]. 2018. Intelligent Smoke Alarm System with Wireless Sensor Network Using ZigBee. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1216287
Modern Language Association (MLA)
Wu, Qin…[et al.]. Intelligent Smoke Alarm System with Wireless Sensor Network Using ZigBee. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1216287
American Medical Association (AMA)
Wu, Qin& Cao, Jiashuo& Zhou, Chuang& Huang, Ji& Li, Zhuo& Cheng, Shin-Ming…[et al.]. Intelligent Smoke Alarm System with Wireless Sensor Network Using ZigBee. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1216287
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1216287