| 无线多传感器数据融合的家庭火灾检测系统设计 |
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| 引用本文： | 程文彬,杜磊,刘依依.无线多传感器数据融合的家庭火灾检测系统设计[J].电信科学,2017,33(9). |
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| 作者姓名： | 程文彬 杜磊 刘依依 |
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| 作者单位： | 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 |
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| 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.
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| 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 |
Design of home fire detection system based on wireless multi-sensor data fusion |
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| CHENG Wenbin,DU Lei,LIU Yiyi.Design of home fire detection system based on wireless multi-sensor data fusion[J].Telecommunications Science,2017,33(9). |
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| Authors: | CHENG Wenbin DU Lei LIU Yiyi |
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| 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. |
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| Keywords: | multi-sensor data fusion fire detection CC1101 neural network fuzzy control STM32F407 |
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