| 基于广义回归网络的传感器非线性校正 |
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| 引用本文： | 刁修睦.基于广义回归网络的传感器非线性校正[J].重庆工学院学报,2008,22(10). |
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| 作者姓名： | 刁修睦 |
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| 作者单位： | [1]中国海洋大学信息学院,山东青岛266071 [2]潍坊学院信息与控制学院,山东潍坊261061 |
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| 摘 要： | 介绍了传感器非线性校正原理及广义回归网络的结构及算法，提出了一种基于广义回归网络的传感器系统非线性校正方法，并以NTC热敏电阻为例进行校正试验仿真。试验表明：该方法网络结构简单，训练速度快，拟合精度高，能够满足实用要求。
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| 关 键 词： | 传感器 非线性校正 NTC热敏电阻 广义回归神经网络 |
Research of Non-linear Correction of Sensor Based on GRNN |
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| DIAO Xiu-mu.Research of Non-linear Correction of Sensor Based on GRNN[J].Journal of Chongqing Institute of Technology,2008,22(10). |
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| Authors: | DIAO Xiu-mu |
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| Affiliation: | DIAO Xiu-mu1,2(1.Department of Information,Ocean University of China,Qingdao 266071,China,2.Department of Information , control Engineering,Weifang University,Weifang 261061,China) |
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| Abstract: | This paper introduces the non-linear correction principle of sensor system and the network structure and algorithm of generalized regression neural network(GRNN),proposes a method of non-linear correction of sensor based on GRNN,and takes NTC thermistor temperature sensors as example to conduct non-linear correction.The result proves that the method has simple network structure,high training speed,high precision fitting,and meets the practical requirements. |
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| Keywords: | sensor non-linear correction NTC thermistor GRNN |
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