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The Research and Development of Embedded Intelligent Control System Based on Neural Network

Author: LiJing
Tutor: DengHuBin
School: East China Jiaotong University
Course: Applied Computer Technology
Keywords: s3c2410 Embedded web Improved BP Conjugated Control
CLC: TP273.5
Type: Master's thesis
Year: 2009
Downloads: 126
Quote: 0
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Abstract


With the rapid development of various technologies , for temperature control are also increasing. Internet technology and Internet-based remote monitoring , neural network control more intelligent , embedded systems provide a good development platform . The three technologies is the development direction of the control system . Described in this article embedded intelligent control system based on neural network is based on a microcontroller core board as the core , s3c2410 I / O ports and backplane I / O nodes connected . Embedded Web Server Web browsing and cgi technology to achieve the authorized user can any one application in the Internet browser to view the temperature acquisition and control eight digital and analog output . Also the conjugate optimization algorithm and BP algorithm greatly improve the neural network convergence speed . This improved neural network for processing the collected temperature , so as to achieve the purpose of real-time intelligent control peripherals . The system followed by the footsteps of embedded system development , the use of 32-bit embedded microprocessor , general-purpose operating system, a combination of neural network algorithm , design and development of the ARM-based data acquisition and neural network intelligent control system can be widely used temperature and humidity data collection and surveillance.

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CLC: > Industrial Technology > Automation technology,computer technology > Automation technology and equipment > Automation systems > Automatic control,automatic control system > Computer control, computer control system
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