Research on fire alarm system of the intelligent building based on information fusion

In order to effectively reduce the hazards caused by fire and improve the accuracy of fire alarm systems, this paper proposes to use STM32 micro-controller as the control core, use the communication method of Zigbee wireless communication technology combined with CAN bus technology, apply the QPSO-BP neural network algorithm based on multi-sensor information fusion method to fire alarm judgment, and use the fire protection partition in the building as the basis for the distribution of distributed intelligent building fire alarm system. The results show that the distributed intelligent building fire alarm system designed in this paper meets the design requirements of the system while fully considering the economic benefits, makes up for the shortcomings of the traditional fire alarm system, and the algorithm output results are accurate and reliable, providing a reference for the design of building fire alarm systems.

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Publication Details

Journal
International Journal of Wireless and Mobile Computing
Published
2025-01-01
DOI
https://doi.org/10.1504/ijwmc.2025.146630
Primary Topic
Fire Detection and Safety Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Research on fire alarm system of the intelligent building based on information fusion

Xuejing Sun
International Journal of Wireless and Mobile Computing
Fire Detection and Safety Systems
article

Research on fire alarm system of the intelligent building based on information fusion

Xuejing Sun
article en

Abstract

In order to effectively reduce the hazards caused by fire and improve the accuracy of fire alarm systems, this paper proposes to use STM32 micro-controller as the control core, use the communication method of Zigbee wireless communication technology combined with CAN bus technology, apply the QPSO-BP neural network algorithm based on multi-sensor information fusion method to fire alarm judgment, and use the fire protection partition in the building as the basis for the distribution of distributed intelligent building fire alarm system. The results show that the distributed intelligent building fire alarm system designed in this paper meets the design requirements of the system while fully considering the economic benefits, makes up for the shortcomings of the traditional fire alarm system, and the algorithm output results are accurate and reliable, providing a reference for the design of building fire alarm systems.

International Journal of Wireless and Mobile ComputingVol. 28(4)
Jilin Jianzhu University (CN)
Openalex Percentile: Top 84%
Fire Detection and Safety Systems
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Research on fire alarm system of the intelligent building based on information fusion — Xuejing Sun · International Journal of Wireless and Mobile Computing (2025) | TGRS Research Map | TGRS