The Temperature Compensation for Pressure Sensor Based on Artificial Neural Network

ZHANG Yao-feng; SUN Yi-cai; XING Xiao-hui

您当前的位置：

首页 >

文章列表页 >

The Temperature Compensation for Pressure Sensor Based on Artificial Neural Network

更新时间：2025-07-16

- The Temperature Compensation for Pressure Sensor Based on Artificial Neural Network
- Acta Electronica Sinica Vol. 36, Issue 2, Pages: 358-361(2008)
- 作者机构：
  
  河北工业大学微电子所,天津,300130
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN304
- Published：2008
- 稿件说明：
移动端阅览
ZHANG Yao-feng, SUN Yi-cai, XING Xiao-hui. The Temperature Compensation for Pressure Sensor Based on Artificial Neural Network[J]. Acta Electronica Sinica, 2008, 36(2): 358-361.
DOI：

ZHANG Yao-feng, SUN Yi-cai, XING Xiao-hui. The Temperature Compensation for Pressure Sensor Based on Artificial Neural Network[J]. Acta Electronica Sinica, 2008, 36(2): 358-361. DOI：

摘要

为了在一定的温度和压力下有效改善传感器的非线性及温度变化引起的误差输出特性

提出了一种人工神经网络算法对其实现软件补偿.它包含4个权值的调整

分别代表输出信号的一次项

二次项以及温度的一次项

二次项系数

经过迭代以后获得一个最佳输出公式.该公式既能够满足样本值

也能够满足非样本值

并最终可校验神经网络迭代结果的正确性.

Abstract

A new algorithm based on artificial neural network is presented as a software compensation to improve the non-linearity of pressure sensor and the output error characteristics caused by the variation of temperatures.It consists of the regulation for four weights

which stand for the coefficients of one and two powers of output signals and temperatures

respectively.An optimum output formula is obtained after a lot of iterations.This formula satisfies both sample values and other values among them and can check the correctness of the final iteration results of this artificial neural network computing.

关键词

Keywords

references

Views

1903

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Review of Screen-Printed Tactile Sensors

An Integral Circuit for Current-Based Electronic Voltage Transformer

Voice Conversion Technology and Its Development

Research on Poly-Silicon Integrated Pressure Sensor for High Temperature

An Immune Evolutionary Wavelet Neural Network and Its Learning Algorithm

Related Author

WANG Yan

ZHANG Xiao-sheng

WEN Ya-ding

HUANG Jing-wen

ZHAO Jia-feng

WANG Yi-lin

WANG Na

SHAO Xia

Related Institution

School of Integrated Circuit Science and Engineering, University of Electronic Science and Technology of China

College of Physics and Electronic Information Engineering Wenzhou University Wenzhou Zhejiang China

College of Electrical and Information Engineering Hunan University Changsha Hunan China

College of Physics and Electronic Information Engineering, Wenzhou University

College of Electrical and Information Engineering, Hunan University

⁰