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Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study
In order to explore the influencing factors and laws of ultrasonic sensor detecting wheat canopy height, designed an ultrasonic sensor detection height test platform with speed adjustable function. Taking step surface, bare soil and wheat canopy as the research objects, a canopy height calculation m...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9723327/ https://www.ncbi.nlm.nih.gov/pubmed/36483955 http://dx.doi.org/10.3389/fpls.2022.1008122 |
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author | Zhao, Xueguan Zhai, Changyuan Wang, Songlin Dou, Hanjie Yang, Shuo Wang, Xiu Chen, Lipin |
author_facet | Zhao, Xueguan Zhai, Changyuan Wang, Songlin Dou, Hanjie Yang, Shuo Wang, Xiu Chen, Lipin |
author_sort | Zhao, Xueguan |
collection | PubMed |
description | In order to explore the influencing factors and laws of ultrasonic sensor detecting wheat canopy height, designed an ultrasonic sensor detection height test platform with speed adjustable function. Taking step surface, bare soil and wheat canopy as the research objects, a canopy height calculation method based on K-mean clustering is proposed, and the response characteristics of ultrasonic detection to three media under different operating speeds are explored. Firstly, the step detection test results show that the average detection error of ultrasonic sensor is 1.35%. When the sensor detection distance is switched at the step, with the increase of detection distance, the actual offset at the step increases first and then tends to be stable, and the maximum offset is 10.4cm. The test results of bare soil slope show that the relative error between the detection distance and the manual measurement distance is 1.4% under quasi-static conditions. The leading or lagging of detection under moving conditions is affected by multiple factors such as terrain undulation, speed and detection range. The detection test results of wheat canopy showed that the detection distance was larger than the manual measurement distance, and the smaller the canopy density, the greater the detection error and error variance. When the moving speed is 0.3m/s-1.2m/s, the average detection deviation of the ultrasonic sensor for five kinds of wheat canopy density is 0.14m, and the maximum variance of the detection deviation is 0.07cm2. In this paper, the research on the response characteristics of ultrasonic to the detection of bare soil and sparse canopy in wheat field can provide technical support for the detection of crop canopy in the field. |
format | Online Article Text |
id | pubmed-9723327 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97233272022-12-07 Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study Zhao, Xueguan Zhai, Changyuan Wang, Songlin Dou, Hanjie Yang, Shuo Wang, Xiu Chen, Lipin Front Plant Sci Plant Science In order to explore the influencing factors and laws of ultrasonic sensor detecting wheat canopy height, designed an ultrasonic sensor detection height test platform with speed adjustable function. Taking step surface, bare soil and wheat canopy as the research objects, a canopy height calculation method based on K-mean clustering is proposed, and the response characteristics of ultrasonic detection to three media under different operating speeds are explored. Firstly, the step detection test results show that the average detection error of ultrasonic sensor is 1.35%. When the sensor detection distance is switched at the step, with the increase of detection distance, the actual offset at the step increases first and then tends to be stable, and the maximum offset is 10.4cm. The test results of bare soil slope show that the relative error between the detection distance and the manual measurement distance is 1.4% under quasi-static conditions. The leading or lagging of detection under moving conditions is affected by multiple factors such as terrain undulation, speed and detection range. The detection test results of wheat canopy showed that the detection distance was larger than the manual measurement distance, and the smaller the canopy density, the greater the detection error and error variance. When the moving speed is 0.3m/s-1.2m/s, the average detection deviation of the ultrasonic sensor for five kinds of wheat canopy density is 0.14m, and the maximum variance of the detection deviation is 0.07cm2. In this paper, the research on the response characteristics of ultrasonic to the detection of bare soil and sparse canopy in wheat field can provide technical support for the detection of crop canopy in the field. Frontiers Media S.A. 2022-11-22 /pmc/articles/PMC9723327/ /pubmed/36483955 http://dx.doi.org/10.3389/fpls.2022.1008122 Text en Copyright © 2022 Zhao, Zhai, Wang, Dou, Yang, Wang and Chen https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Zhao, Xueguan Zhai, Changyuan Wang, Songlin Dou, Hanjie Yang, Shuo Wang, Xiu Chen, Lipin Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study |
title | Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study |
title_full | Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study |
title_fullStr | Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study |
title_full_unstemmed | Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study |
title_short | Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study |
title_sort | sprayer boom height measurement in wheat field using ultrasonic sensor: an exploratory study |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9723327/ https://www.ncbi.nlm.nih.gov/pubmed/36483955 http://dx.doi.org/10.3389/fpls.2022.1008122 |
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