| 基于反向传播神经网络的无线火灾预警系统 |
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| 引用本文： | 吕利昌,郭向勇,傅国强.基于反向传播神经网络的无线火灾预警系统[J].现代电子技术,2012,35(13):53-55. |
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| 作者姓名： | 吕利昌 郭向勇 傅国强 |
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| 作者单位： | 深圳职业技术学院,广东深圳,518055 |
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| 基金项目： | 深圳市科技计划项目“多传感器信息融合的可视化远程集控系统”(06KJh041) |
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| 摘 要： | 针对传统火灾预警系统中单一传感器数据检测的缺陷,提出一种基于反向传播神经网络模型的无线多传感信息融合火灾预警系统。该模型借助Matlab平台进行信息融合算法模拟,并经过试验验证,大大提高了火灾预警系统的准确率和可靠性。
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| 关 键 词： | 反向传播神经网络 信息融合 ZigBee 火灾预警 |
Fire disaster wireless early warning system based on BP neural network |
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| LV Li-chang
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GUO Xiang-yong
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FU Guo-qiang.Fire disaster wireless early warning system based on BP neural network[J].Modern Electronic Technique,2012,35(13):53-55. |
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| Authors: | LV Li-chang GUO Xiang-yong FU Guo-qiang |
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| Institution: | (Shenzhen Polytechnic,Shenzhen 518055,China) |
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| Abstract: | Aiming at the deficiency of mono-sensor detection in conventional fire disaster early warning system,a wireless multi-sensor information fusion fireproofing system based on BP neural network model is put forward.The simulation of the information fusion algorithm is performed by the model and Matlab.It was verified through test.The accuracy rate and reliability of fire disaster early warning system were improved greatly. |
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| Keywords: | BP neural network information fusion ZigBee fire disaster early warning |
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