A Novel, Portable and Fast Moisture Content Measuring Method for Grains Based on an Ultra-Wideband (UWB) Radar Module and the Mode Matching Method

To perform fast and portable grain moisture measurements under field conditions, a novel moisture sensor was designed, which consisted of a coaxial waveguide, a circular waveguide, and an isolation layer. The electromagnetic characteristics of the sensor were simulated and measured. The analytical m...

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Main Authors: Chi Zhang, Zhichao Shi, Haiying Yang, Xiaoguang Zhou, Zidan Wu, Digvir S. Jayas
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/19/4224
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spelling doaj-c2a12bb2e1f945039fc34e2867808b5d2020-11-25T01:44:09ZengMDPI AGSensors1424-82202019-09-011919422410.3390/s19194224s19194224A Novel, Portable and Fast Moisture Content Measuring Method for Grains Based on an Ultra-Wideband (UWB) Radar Module and the Mode Matching MethodChi Zhang0Zhichao Shi1Haiying Yang2Xiaoguang Zhou3Zidan Wu4Digvir S. Jayas5Department of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, ChinaDepartment of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, ChinaDepartment of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, ChinaDepartment of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, ChinaDepartment of Biological and Agricultural Engineering, Jilin University, Changchun 130012, ChinaDepartment of Biosystems Engineering, University of Manitoba, Winnipeg, MB R3T 2N2, CanadaTo perform fast and portable grain moisture measurements under field conditions, a novel moisture sensor was designed, which consisted of a coaxial waveguide, a circular waveguide, and an isolation layer. The electromagnetic characteristics of the sensor were simulated and measured. The analytical model, which represented the relationship between the reflection coefficient of the sensor and the complex permittivity of grain, was established by using the mode matching method. The reflection coefficient of the sensor was measured by using an ultra-wideband (UWB) radar module, and the moisture content of grains was calculated from the complex permittivity by using density-independent model. To verify the performance of the proposed method, wheat, rough rice, and barley were taken as examples. The measured results in the range from 1.0% to 26.0%, wet basis, agreed well with the reference values (R<sup>2</sup> was more than 0.99), and the maximum absolute errors for wheat, rough rice, and barley were 1.1%, 1.0%, and 1.4%, respectively. In addition, the effect of isolation layer was discussed. Both the simulation results and the experimental results showed that the isolation layer improved the stability of sensor.https://www.mdpi.com/1424-8220/19/19/4224moisture measurementgrainultra-wideband radarsensorsmode matching method
collection DOAJ
language English
format Article
sources DOAJ
author Chi Zhang
Zhichao Shi
Haiying Yang
Xiaoguang Zhou
Zidan Wu
Digvir S. Jayas
spellingShingle Chi Zhang
Zhichao Shi
Haiying Yang
Xiaoguang Zhou
Zidan Wu
Digvir S. Jayas
A Novel, Portable and Fast Moisture Content Measuring Method for Grains Based on an Ultra-Wideband (UWB) Radar Module and the Mode Matching Method
Sensors
moisture measurement
grain
ultra-wideband radar
sensors
mode matching method
author_facet Chi Zhang
Zhichao Shi
Haiying Yang
Xiaoguang Zhou
Zidan Wu
Digvir S. Jayas
author_sort Chi Zhang
title A Novel, Portable and Fast Moisture Content Measuring Method for Grains Based on an Ultra-Wideband (UWB) Radar Module and the Mode Matching Method
title_short A Novel, Portable and Fast Moisture Content Measuring Method for Grains Based on an Ultra-Wideband (UWB) Radar Module and the Mode Matching Method
title_full A Novel, Portable and Fast Moisture Content Measuring Method for Grains Based on an Ultra-Wideband (UWB) Radar Module and the Mode Matching Method
title_fullStr A Novel, Portable and Fast Moisture Content Measuring Method for Grains Based on an Ultra-Wideband (UWB) Radar Module and the Mode Matching Method
title_full_unstemmed A Novel, Portable and Fast Moisture Content Measuring Method for Grains Based on an Ultra-Wideband (UWB) Radar Module and the Mode Matching Method
title_sort novel, portable and fast moisture content measuring method for grains based on an ultra-wideband (uwb) radar module and the mode matching method
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2019-09-01
description To perform fast and portable grain moisture measurements under field conditions, a novel moisture sensor was designed, which consisted of a coaxial waveguide, a circular waveguide, and an isolation layer. The electromagnetic characteristics of the sensor were simulated and measured. The analytical model, which represented the relationship between the reflection coefficient of the sensor and the complex permittivity of grain, was established by using the mode matching method. The reflection coefficient of the sensor was measured by using an ultra-wideband (UWB) radar module, and the moisture content of grains was calculated from the complex permittivity by using density-independent model. To verify the performance of the proposed method, wheat, rough rice, and barley were taken as examples. The measured results in the range from 1.0% to 26.0%, wet basis, agreed well with the reference values (R<sup>2</sup> was more than 0.99), and the maximum absolute errors for wheat, rough rice, and barley were 1.1%, 1.0%, and 1.4%, respectively. In addition, the effect of isolation layer was discussed. Both the simulation results and the experimental results showed that the isolation layer improved the stability of sensor.
topic moisture measurement
grain
ultra-wideband radar
sensors
mode matching method
url https://www.mdpi.com/1424-8220/19/19/4224
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