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Precision Seeding Compensation and Positioning Based on Multisensors
The current multi-row planter always leads to uneven seeding spacing between rows while seeding in curve paths, which causes uneven growth, a cost increase of production and management, and reduced yield. With the development of smart farming technology, a curve seeding compensation and precise posi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572168/ https://www.ncbi.nlm.nih.gov/pubmed/36236327 http://dx.doi.org/10.3390/s22197228 |
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author | Sun, Jiaze Zhang, Yan Zhang, Yuting Li, Peize Teng, Guifa |
author_facet | Sun, Jiaze Zhang, Yan Zhang, Yuting Li, Peize Teng, Guifa |
author_sort | Sun, Jiaze |
collection | PubMed |
description | The current multi-row planter always leads to uneven seeding spacing between rows while seeding in curve paths, which causes uneven growth, a cost increase of production and management, and reduced yield. With the development of smart farming technology, a curve seeding compensation and precise positioning model is proposed in the paper to calculate the real-time speed and position of each seeding unit based on the information from multisensors, such as GNSS and IMU, and to predict the next seeding position to achieve uniform seeding on the curve and improve the unit yield of crops. MATLAB Simulink simulation experiments show that the seeding pass rate of the model is 99.97% when the positioning accuracy is [Formula: see text] and the traction speed is 1 m/s, and the seeding pass rate of the five-row seeder is as high as 99.81% when the traction speed is 3 m/s, which verifies the effectiveness and practicality of the model. |
format | Online Article Text |
id | pubmed-9572168 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95721682022-10-17 Precision Seeding Compensation and Positioning Based on Multisensors Sun, Jiaze Zhang, Yan Zhang, Yuting Li, Peize Teng, Guifa Sensors (Basel) Article The current multi-row planter always leads to uneven seeding spacing between rows while seeding in curve paths, which causes uneven growth, a cost increase of production and management, and reduced yield. With the development of smart farming technology, a curve seeding compensation and precise positioning model is proposed in the paper to calculate the real-time speed and position of each seeding unit based on the information from multisensors, such as GNSS and IMU, and to predict the next seeding position to achieve uniform seeding on the curve and improve the unit yield of crops. MATLAB Simulink simulation experiments show that the seeding pass rate of the model is 99.97% when the positioning accuracy is [Formula: see text] and the traction speed is 1 m/s, and the seeding pass rate of the five-row seeder is as high as 99.81% when the traction speed is 3 m/s, which verifies the effectiveness and practicality of the model. MDPI 2022-09-23 /pmc/articles/PMC9572168/ /pubmed/36236327 http://dx.doi.org/10.3390/s22197228 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 Sun, Jiaze Zhang, Yan Zhang, Yuting Li, Peize Teng, Guifa Precision Seeding Compensation and Positioning Based on Multisensors |
title | Precision Seeding Compensation and Positioning Based on Multisensors |
title_full | Precision Seeding Compensation and Positioning Based on Multisensors |
title_fullStr | Precision Seeding Compensation and Positioning Based on Multisensors |
title_full_unstemmed | Precision Seeding Compensation and Positioning Based on Multisensors |
title_short | Precision Seeding Compensation and Positioning Based on Multisensors |
title_sort | precision seeding compensation and positioning based on multisensors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572168/ https://www.ncbi.nlm.nih.gov/pubmed/36236327 http://dx.doi.org/10.3390/s22197228 |
work_keys_str_mv | AT sunjiaze precisionseedingcompensationandpositioningbasedonmultisensors AT zhangyan precisionseedingcompensationandpositioningbasedonmultisensors AT zhangyuting precisionseedingcompensationandpositioningbasedonmultisensors AT lipeize precisionseedingcompensationandpositioningbasedonmultisensors AT tengguifa precisionseedingcompensationandpositioningbasedonmultisensors |