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Laboratory Calibration of D-dot Sensor Based on System Identification Method
D-dot sensors can realize the non-contact measurement of transient electric fields, which is widely applied to electromagnetic pulse (EMP) measurements with characteristics of the wide frequency band, high linearity, and good stability. In order to achieve accurate calibration of D-dot sensors in th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6696517/ https://www.ncbi.nlm.nih.gov/pubmed/31344862 http://dx.doi.org/10.3390/s19153255 |
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author | Wang, Ke Duan, Yantao Shi, Lihua Qiu, Shi |
author_facet | Wang, Ke Duan, Yantao Shi, Lihua Qiu, Shi |
author_sort | Wang, Ke |
collection | PubMed |
description | D-dot sensors can realize the non-contact measurement of transient electric fields, which is widely applied to electromagnetic pulse (EMP) measurements with characteristics of the wide frequency band, high linearity, and good stability. In order to achieve accurate calibration of D-dot sensors in the laboratory environment, this paper proposed a new calibration method based on system identification. Firstly, the D-dot sensor can be considered as a linear time-invariant (LTI) system under corner frequency, thus its frequency response can be characterized by the transfer function of a discrete output error (OE) model. Secondly, based on the partial linear regression of the transfer function curve, the sensitivity coefficient of the D-dot sensor is obtained. By increasing the influence weight of low-frequency components, this proposed method has better calibration performance when the waveform is distorted in the time domain, and can artificially adapt to the operating frequency range of the sensor at the same time. |
format | Online Article Text |
id | pubmed-6696517 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-66965172019-09-05 Laboratory Calibration of D-dot Sensor Based on System Identification Method Wang, Ke Duan, Yantao Shi, Lihua Qiu, Shi Sensors (Basel) Article D-dot sensors can realize the non-contact measurement of transient electric fields, which is widely applied to electromagnetic pulse (EMP) measurements with characteristics of the wide frequency band, high linearity, and good stability. In order to achieve accurate calibration of D-dot sensors in the laboratory environment, this paper proposed a new calibration method based on system identification. Firstly, the D-dot sensor can be considered as a linear time-invariant (LTI) system under corner frequency, thus its frequency response can be characterized by the transfer function of a discrete output error (OE) model. Secondly, based on the partial linear regression of the transfer function curve, the sensitivity coefficient of the D-dot sensor is obtained. By increasing the influence weight of low-frequency components, this proposed method has better calibration performance when the waveform is distorted in the time domain, and can artificially adapt to the operating frequency range of the sensor at the same time. MDPI 2019-07-24 /pmc/articles/PMC6696517/ /pubmed/31344862 http://dx.doi.org/10.3390/s19153255 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Ke Duan, Yantao Shi, Lihua Qiu, Shi Laboratory Calibration of D-dot Sensor Based on System Identification Method |
title | Laboratory Calibration of D-dot Sensor Based on System Identification Method |
title_full | Laboratory Calibration of D-dot Sensor Based on System Identification Method |
title_fullStr | Laboratory Calibration of D-dot Sensor Based on System Identification Method |
title_full_unstemmed | Laboratory Calibration of D-dot Sensor Based on System Identification Method |
title_short | Laboratory Calibration of D-dot Sensor Based on System Identification Method |
title_sort | laboratory calibration of d-dot sensor based on system identification method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6696517/ https://www.ncbi.nlm.nih.gov/pubmed/31344862 http://dx.doi.org/10.3390/s19153255 |
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