Fast marching subjected to a vector field-path planning method for mars rovers

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Show simple item record Garrido Bullón, Luis Santiago Moreno Lorente, Luis Enrique Martín Monar, Fernando Álvarez Sánchez, David 2022-03-24T11:42:31Z 2022-03-24T11:42:31Z 2017-07-15
dc.identifier.bibliographicCitation Expert Systems with Applications, (2017), v. 78, pp.: 334-346.
dc.identifier.issn 0957-4174
dc.description.abstract Path planning is an essential tool for the robots that explore the surface of Mars or other celestial bodies such as dwarf planets, asteroids, or moons. These vehicles require expert and intelligent systems to adopt the best decisions in order to survive in a hostile environment. The planning module has to take into account multiple factors such as the obstacles, the slope of the terrain, the surface roughness, the type of ground (presence of sand), or the information uncertainty. This paper presents a path planning system for rovers based on an improved version of the Fast Marching (FM) method. Scalar and vectorial properties are considered when computing the potential field which is the basis of the proposed technique. Each position in the map of the environment has a cost value (potential) that is used to include different types of variables. The scalar properties can be introduced in a component of the cost function that can represent characteristics such as difficulty, slowness, viscosity, refraction index, or incertitude. The cost value can be computed in different ways depending on the information extracted from the surface and the sensor data of the rover. In this paper, the surface roughness, the slope of the terrain, and the changes in height have been chosen according to the available information. When the robot is navigating sandy terrain with a certain slope, there is a landslide that has to be considered and corrected in the path calculation. This landslide is similar to a lateral current or vector field in the direction of the negative gradient of the surface. Our technique is able to compensate this vector field by introducing the influence of this variable in the cost function. Because of this modification, the new method has been called Fast Marching (subjected to a) vector field (FMVF). Different experiments have been carried out in simulated and real maps to test the method performance.
dc.format.extent 12
dc.language.iso eng
dc.publisher Elsevier
dc.rights © 2017 Elsevier Ltd. All rights reserved.
dc.rights Atribución-NoComercial-SinDerivadas 3.0 España
dc.subject.other Path planning
dc.subject.other Fast Marching
dc.subject.other Planetary exploration
dc.subject.other Mars rovers
dc.subject.other Exploration
dc.subject.other Algorithms
dc.title Fast marching subjected to a vector field-path planning method for mars rovers
dc.type article
dc.description.status Publicado
dc.subject.eciencia Robótica e Informática Industrial
dc.rights.accessRights openAccess
dc.type.version acceptedVersion
dc.identifier.publicationfirstpage 334
dc.identifier.publicationlastpage 346
dc.identifier.publicationtitle EXPERT SYSTEMS WITH APPLICATIONS
dc.identifier.publicationvolume 78
dc.identifier.uxxi AR/0000019907
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