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Route-Planning Method for Plant Protection Rotor Drones in Convex Polygon Regions
Aiming at the problem of low operating efficiency due to the poor endurance of plant protection rotor drones and the small volume of pesticide carried, this paper proposes a route-planning algorithm for convex polygon regions based on the initial heading angle. First, a series of coordinate conversi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004822/ https://www.ncbi.nlm.nih.gov/pubmed/33810149 http://dx.doi.org/10.3390/s21062221 |
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author | Hu, Shaoxing Xu, Tianliang Wang, Bingke |
author_facet | Hu, Shaoxing Xu, Tianliang Wang, Bingke |
author_sort | Hu, Shaoxing |
collection | PubMed |
description | Aiming at the problem of low operating efficiency due to the poor endurance of plant protection rotor drones and the small volume of pesticide carried, this paper proposes a route-planning algorithm for convex polygon regions based on the initial heading angle. First, a series of coordinate conversion methods ranging from the Earth coordinate system to the local plane coordinate system are studied. Second, in the local plane coordinate system, a route generation method based on subregion is proposed; therefore, multiple routes can be generated with different initial heading angles. Lastly, the optimal route and the best initial heading angle can be obtained after the comparison according to the three evaluation criteria: number of turns, route distance, and pesticide waste rate. The simulation results show that, compared with the common grid method, the route generation method based on subregion reduces the route distance and pesticide waste rate by 2.27% and 13.75%, respectively. Furthermore, it also shows that, compared with the route generated by the initial heading angle of 0°, the optimal route reduces the number of turns, route distance, and pesticide waste rate by 60%, 17.65%, and 38.18%, respectively. The route was optimized in three aspects and reached the best overall result using this method, which in turn proved its feasibility. |
format | Online Article Text |
id | pubmed-8004822 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80048222021-03-29 Route-Planning Method for Plant Protection Rotor Drones in Convex Polygon Regions Hu, Shaoxing Xu, Tianliang Wang, Bingke Sensors (Basel) Article Aiming at the problem of low operating efficiency due to the poor endurance of plant protection rotor drones and the small volume of pesticide carried, this paper proposes a route-planning algorithm for convex polygon regions based on the initial heading angle. First, a series of coordinate conversion methods ranging from the Earth coordinate system to the local plane coordinate system are studied. Second, in the local plane coordinate system, a route generation method based on subregion is proposed; therefore, multiple routes can be generated with different initial heading angles. Lastly, the optimal route and the best initial heading angle can be obtained after the comparison according to the three evaluation criteria: number of turns, route distance, and pesticide waste rate. The simulation results show that, compared with the common grid method, the route generation method based on subregion reduces the route distance and pesticide waste rate by 2.27% and 13.75%, respectively. Furthermore, it also shows that, compared with the route generated by the initial heading angle of 0°, the optimal route reduces the number of turns, route distance, and pesticide waste rate by 60%, 17.65%, and 38.18%, respectively. The route was optimized in three aspects and reached the best overall result using this method, which in turn proved its feasibility. MDPI 2021-03-22 /pmc/articles/PMC8004822/ /pubmed/33810149 http://dx.doi.org/10.3390/s21062221 Text en © 2021 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 Hu, Shaoxing Xu, Tianliang Wang, Bingke Route-Planning Method for Plant Protection Rotor Drones in Convex Polygon Regions |
title | Route-Planning Method for Plant Protection Rotor Drones in Convex Polygon Regions |
title_full | Route-Planning Method for Plant Protection Rotor Drones in Convex Polygon Regions |
title_fullStr | Route-Planning Method for Plant Protection Rotor Drones in Convex Polygon Regions |
title_full_unstemmed | Route-Planning Method for Plant Protection Rotor Drones in Convex Polygon Regions |
title_short | Route-Planning Method for Plant Protection Rotor Drones in Convex Polygon Regions |
title_sort | route-planning method for plant protection rotor drones in convex polygon regions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004822/ https://www.ncbi.nlm.nih.gov/pubmed/33810149 http://dx.doi.org/10.3390/s21062221 |
work_keys_str_mv | AT hushaoxing routeplanningmethodforplantprotectionrotordronesinconvexpolygonregions AT xutianliang routeplanningmethodforplantprotectionrotordronesinconvexpolygonregions AT wangbingke routeplanningmethodforplantprotectionrotordronesinconvexpolygonregions |