电信科学 ›› 2017, Vol. 33 ›› Issue (9): 174-181.doi: 10.11959/j.issn.1000-0801.2017231

• 运营技术广角 • 上一篇    下一篇

无线多传感器数据融合的家庭火灾检测系统设计

程文彬1,杜磊2(),刘依依3   

  1. 1 电子科技大学中山学院机械电子工程学院,广东 中山 528400
    2 电子科技大学机械电子工程学院,四川 成都 611731
    3 东莞理工学院城市学院,广东 东莞 523419
  • 修回日期:2017-07-25 出版日期:2017-09-01 发布日期:2017-09-11
  • 作者简介:程文彬(1965-),男,电子科技大学中山学院机械电子工程学院副教授,主要研究方向为计算机应用及物联网工程。|杜磊(1991-),男,电子科技大学机械电子工程学院硕士生,主要研究方向为物联网智能家居。|刘依依(1986-),女,东莞理工学院城市学院讲师,主要研究方向为应用数学、密码安全。

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

Wenbin CHENG1,Lei DU2(),Yiyi LIU3   

  1. 1 School of Mechatronics Engineering,Zhongshan Institute,University of Electronic Science and Technology of China,Zhongshan 528400,China
    2 School of Mechatronics Engineering,University of Electronic Science and Technology of China,Chengdu 611731,China
    3 City College of Dongguan University of Technology,Dongguan 523419,China
  • Revised:2017-07-25 Online:2017-09-01 Published:2017-09-11

摘要:

针对现有火灾检测系统常出现的误报警和漏报警情况以及传统的有线火灾检测系统布线复杂、成本高、灵活性差等缺点,设计了一套基于无线多传感器数据融合的家庭火灾检测系统,检测厨房设备、电器线路或电器设备老化等造成的火灾安全隐患。详细介绍了多传感器融合算法的设计、火灾检测系统硬件框架和软件实现等。仿真结果表明,该方案具有准确度高、灵活性强的特点。

关键词: 多传感器数据融合, 火灾检测, CC1101, 神经网络, 模糊控制, STM32F407

Abstract:

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.

Key words: multi-sensor data fusion, fire detection, CC1101, neural network, fuzzy control, STM32F407

中图分类号: 

No Suggested Reading articles found!