| 基于Hopfield多层感知器的智能监控系统 |
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| 引用本文： | 王华伟,王俏.基于Hopfield多层感知器的智能监控系统[J].工业计量,2010,20(4):11-13,62. |
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| 作者姓名： | 王华伟 王俏 |
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| 作者单位： | 1. 山东理工大学,计算机科学与技术学院,山东,淄博,255049
2. 山东商务职业学院,信息工程与艺术设计系信息中心,山东,烟台,264670 |
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| 摘 要： | 介绍了智能监控系统的设计,系统的远程控制计算机通过GPRS与单片机控制系统完成通信、数据信息的传送,无线传输提高了传输速度,节约了整个系统的成本。单片机使用MSP430,其体积小,功能强,并采用RS-232电缆方式与GPRS模块连接。单片机控制图像采集模块,采用DSP和Hopfield与多层感知器相结合的方法进行数据采集、数据处理,图像复原,改进了传统滤波,大大减轻了振铃效应和噪声过量现象。
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| 关 键 词： | 智能监控 MSP430 数字信号处理器 神经网络 图像复原 |
Intelligent Monitoring System Based on Hopfield Multilayer Apperceptive Apparatus |
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| WANG Hua-wei,WANG Qiao.Intelligent Monitoring System Based on Hopfield Multilayer Apperceptive Apparatus[J].Industrial Measurement,2010,20(4):11-13,62. |
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| Authors: | WANG Hua-wei WANG Qiao |
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| Affiliation: | 1.School of Computer Science and Technology,Shandong University of Technology,Zibo 255049,China;2.Information Center of Department of Information Engineering and Art design,Shandong Business Institute,Yantai 264670,China) |
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| Abstract: | Design of intelligent monitoring system is introduced.Communication and transfer of data information were achieved by remote control computer through GPRS and single chip computer system.Transmission speed was improved because of application of wireless transmission,and cost of the entire system was saved.MSP 430 was used as single chip computer,and its volume is small and function is strong.RS-232 cable was adopted to connect with GPRS module.Image collection module was controlled by single chip computer.DSP was combined with Hopfield multilayer apperceptive apparatus to achieve collection and processing of data as well as restoration of image.Traditional filtering was improved,and domino effect of shaking bell and phenomenon of excessive yawp were reduced greatly. |
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| Keywords: | MSP430 |
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