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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...

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Detalles Bibliográficos
Autores principales: Hu, Shaoxing, Xu, Tianliang, Wang, Bingke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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
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AT wangbingke routeplanningmethodforplantprotectionrotordronesinconvexpolygonregions