Unconstrained Bezier Calibration Method for Nonlinear Measurement Calibration Applications: A Comparison Study

IF 1.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Instrumentation & Measurement Magazine Pub Date : 2023-02-01 DOI:10.1109/MIM.2023.10034970
Hongliang Hua, Jingbo Zhao, Zhenqiang Liao, Yongjiang Chen
{"title":"Unconstrained Bezier Calibration Method for Nonlinear Measurement Calibration Applications: A Comparison Study","authors":"Hongliang Hua, Jingbo Zhao, Zhenqiang Liao, Yongjiang Chen","doi":"10.1109/MIM.2023.10034970","DOIUrl":null,"url":null,"abstract":"The primary motivation of this paper is to present an accurate and universal method for the nonlinear system modeling. An Unconstrained Bezier Calibration Method (UBCM) is presented. By constraining the boundary freedom of the UBCM, it could become a constrained form called the Bezier Calibration Method (BCM), which is suitable for situations with an accurate boundary modeling requirement. A comparison study is performed to compare the presented method with the most widely utilized Polynomial Calibration Method (PCM) through several nonlinear behavior modeling examples, including sensor inherent nonlinearity calibration, sine wave, gauss nonlinearity and nonlinear broken line. A comparison study demonstrates that in the present verification examples the UBCM has better calibration performance than that of the BCM and PCM.","PeriodicalId":55025,"journal":{"name":"IEEE Instrumentation & Measurement Magazine","volume":"26 1","pages":"42-50"},"PeriodicalIF":1.6000,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Instrumentation & Measurement Magazine","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1109/MIM.2023.10034970","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 1

Abstract

The primary motivation of this paper is to present an accurate and universal method for the nonlinear system modeling. An Unconstrained Bezier Calibration Method (UBCM) is presented. By constraining the boundary freedom of the UBCM, it could become a constrained form called the Bezier Calibration Method (BCM), which is suitable for situations with an accurate boundary modeling requirement. A comparison study is performed to compare the presented method with the most widely utilized Polynomial Calibration Method (PCM) through several nonlinear behavior modeling examples, including sensor inherent nonlinearity calibration, sine wave, gauss nonlinearity and nonlinear broken line. A comparison study demonstrates that in the present verification examples the UBCM has better calibration performance than that of the BCM and PCM.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
非线性测量校准应用中的无约束Bezier校准方法的比较研究
本文的主要动机是提出一种精确而通用的非线性系统建模方法。提出了一种无约束贝塞尔校正方法。通过约束UBCM的边界自由度,它可以成为一种被称为Bezier校准方法(BCM)的约束形式,适用于有精确边界建模要求的情况。通过几个非线性行为建模实例,包括传感器固有非线性校准、正弦波、高斯非线性和非线性折线,将所提出的方法与应用最广泛的多项式校准方法(PCM)进行了比较研究。比较研究表明,在当前的验证示例中,UBCM比BCM和PCM具有更好的校准性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
IEEE Instrumentation & Measurement Magazine
IEEE Instrumentation & Measurement Magazine 工程技术-工程:电子与电气
CiteScore
4.20
自引率
4.80%
发文量
147
审稿时长
>12 weeks
期刊介绍: IEEE Instrumentation & Measurement Magazine is a bimonthly publication. It publishes in February, April, June, August, October, and December of each year. The magazine covers a wide variety of topics in instrumentation, measurement, and systems that measure or instrument equipment or other systems. The magazine has the goal of providing readable introductions and overviews of technology in instrumentation and measurement to a wide engineering audience. It does this through articles, tutorials, columns, and departments. Its goal is to cross disciplines to encourage further research and development in instrumentation and measurement.
期刊最新文献
Fundamentals in Measurement: Looking Out for Number 1 Addressing Non-Idealities and EIS Measurement: From Inspection to Implementation Evaluation and Identification of Non-Line of Sight Conditions in UWB Systems Measurement Methodology: Blade Tip Timing: A Non-Contact Blade Vibration Measurement Method Education I&M: Seeing Phase Truncation Spurs in the Output of Direct Digital Synthesizers
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1