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人工神经元网络及其在调频传感器智能测试仪表中的应用
ANN and Its Applicstion In Intelligent Instrument of FM Sensor
【摘要】 针对人工神经元网络在测试仪表中的应用,首先介绍了前馈网络的结构和广泛应用的BP学习算法,进而分析了在网络结构选择和网络学习过程中可能遇到的问题,说明了人工神经元网络在测量技术中的作用,并总结了人工神经元网络用于在线测量的优势与不足。
【Abstract】 Aimed at ANN and its application in intelligent instrument, the structure of feedforward network and the widely used BP algorithm are introduced. Then, there is an analysis on the selection of netwofk structure and on some problems which may happen during the process of network taining. Mind series intelligent instrument and a FM sensor are used as case study. At the end of this paper, the advantage and disadvantage of ANN in on-line measurement is discussed
【关键词】 人工神经元网络;
BP算法;
调频传感器;
智能测试仪表;
【Key words】 ANN; BP algorithm; FM sensor; intelligent instrument;
【Key words】 ANN; BP algorithm; FM sensor; intelligent instrument;
- 【文献出处】 测控技术 ,MEASUREMENT & CONTROL TECHNOLOGY , 编辑部邮箱 ,1998年05期
- 【分类号】TP212
- 【下载频次】41