Cargando…

Identification and Compensation for D-Dot Measurement System in Transient Electromagnetic Pulse Measurement

The measurement of the transient pulsed electromagnetic (EM) field is essential for analyzing electromagnetic compatibility. Due to their good performance, D-dot sensors, combined with numerical integration computation for signal recovery, are commonly used to measure electromagnetic pulses (EMPs)....

Descripción completa

Detalles Bibliográficos
Autores principales: Jin, Mengzhe, Li, Hao, Liu, Shanghe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9655270/
https://www.ncbi.nlm.nih.gov/pubmed/36366236
http://dx.doi.org/10.3390/s22218538
_version_ 1784829144355307520
author Jin, Mengzhe
Li, Hao
Liu, Shanghe
author_facet Jin, Mengzhe
Li, Hao
Liu, Shanghe
author_sort Jin, Mengzhe
collection PubMed
description The measurement of the transient pulsed electromagnetic (EM) field is essential for analyzing electromagnetic compatibility. Due to their good performance, D-dot sensors, combined with numerical integration computation for signal recovery, are commonly used to measure electromagnetic pulses (EMPs). However, the integration approach is occasionally flawed due to a non-ideal frequency response or noise, causing distortions in the reconstructed signal. In order to better understand the dynamic performance of the sensor, a nonlinear Hammerstein model is employed in the system identification for the sensor with the calibration data collected in the laboratory environment. When identifying the linear component based on the ultra-wideband characteristics of the measured transient pulse, a two-step identification approach with two different pulse excitation modes, low frequency and high frequency, is utilized to conduct the modeling across the entire frequency range. Based on the reliable identification and modeling of the D-dot sensor, a compensation system that corresponds to the nonlinear Hammerstein model has been developed for the practical signal recovery of the incident E-field. After compensation, the dynamic characteristics of the sensor are significantly improved, and the system compensation approach outperforms the integration method in signal recovery for the incident E-field.
format Online
Article
Text
id pubmed-9655270
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96552702022-11-15 Identification and Compensation for D-Dot Measurement System in Transient Electromagnetic Pulse Measurement Jin, Mengzhe Li, Hao Liu, Shanghe Sensors (Basel) Article The measurement of the transient pulsed electromagnetic (EM) field is essential for analyzing electromagnetic compatibility. Due to their good performance, D-dot sensors, combined with numerical integration computation for signal recovery, are commonly used to measure electromagnetic pulses (EMPs). However, the integration approach is occasionally flawed due to a non-ideal frequency response or noise, causing distortions in the reconstructed signal. In order to better understand the dynamic performance of the sensor, a nonlinear Hammerstein model is employed in the system identification for the sensor with the calibration data collected in the laboratory environment. When identifying the linear component based on the ultra-wideband characteristics of the measured transient pulse, a two-step identification approach with two different pulse excitation modes, low frequency and high frequency, is utilized to conduct the modeling across the entire frequency range. Based on the reliable identification and modeling of the D-dot sensor, a compensation system that corresponds to the nonlinear Hammerstein model has been developed for the practical signal recovery of the incident E-field. After compensation, the dynamic characteristics of the sensor are significantly improved, and the system compensation approach outperforms the integration method in signal recovery for the incident E-field. MDPI 2022-11-06 /pmc/articles/PMC9655270/ /pubmed/36366236 http://dx.doi.org/10.3390/s22218538 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Jin, Mengzhe
Li, Hao
Liu, Shanghe
Identification and Compensation for D-Dot Measurement System in Transient Electromagnetic Pulse Measurement
title Identification and Compensation for D-Dot Measurement System in Transient Electromagnetic Pulse Measurement
title_full Identification and Compensation for D-Dot Measurement System in Transient Electromagnetic Pulse Measurement
title_fullStr Identification and Compensation for D-Dot Measurement System in Transient Electromagnetic Pulse Measurement
title_full_unstemmed Identification and Compensation for D-Dot Measurement System in Transient Electromagnetic Pulse Measurement
title_short Identification and Compensation for D-Dot Measurement System in Transient Electromagnetic Pulse Measurement
title_sort identification and compensation for d-dot measurement system in transient electromagnetic pulse measurement
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9655270/
https://www.ncbi.nlm.nih.gov/pubmed/36366236
http://dx.doi.org/10.3390/s22218538
work_keys_str_mv AT jinmengzhe identificationandcompensationforddotmeasurementsystemintransientelectromagneticpulsemeasurement
AT lihao identificationandcompensationforddotmeasurementsystemintransientelectromagneticpulsemeasurement
AT liushanghe identificationandcompensationforddotmeasurementsystemintransientelectromagneticpulsemeasurement