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Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot
The complete coverage path planning is a process of finding a path which ensures that a mobile robot completely covers the entire environment while following the planned path. In this paper, we propose a complete coverage path planning algorithm that generates smooth complete coverage paths based on...
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/PMC9737636/ https://www.ncbi.nlm.nih.gov/pubmed/36501971 http://dx.doi.org/10.3390/s22239269 |
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author | Šelek, Ana Seder, Marija Brezak, Mišel Petrović, Ivan |
author_facet | Šelek, Ana Seder, Marija Brezak, Mišel Petrović, Ivan |
author_sort | Šelek, Ana |
collection | PubMed |
description | The complete coverage path planning is a process of finding a path which ensures that a mobile robot completely covers the entire environment while following the planned path. In this paper, we propose a complete coverage path planning algorithm that generates smooth complete coverage paths based on clothoids that allow a nonholonomic mobile robot to move in optimal time while following the path. This algorithm greatly reduces coverage time, the path length, and overlap area, and increases the coverage rate compared to the state-of-the-art complete coverage algorithms, which is verified by simulation. Furthermore, the proposed algorithm is suitable for real-time operation due to its computational simplicity and allows path replanning in case the robot encounters unknown obstacles. The efficiency of the proposed algorithm is validated by experimental results on the Pioneer 3DX mobile robot. |
format | Online Article Text |
id | pubmed-9737636 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97376362022-12-11 Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot Šelek, Ana Seder, Marija Brezak, Mišel Petrović, Ivan Sensors (Basel) Article The complete coverage path planning is a process of finding a path which ensures that a mobile robot completely covers the entire environment while following the planned path. In this paper, we propose a complete coverage path planning algorithm that generates smooth complete coverage paths based on clothoids that allow a nonholonomic mobile robot to move in optimal time while following the path. This algorithm greatly reduces coverage time, the path length, and overlap area, and increases the coverage rate compared to the state-of-the-art complete coverage algorithms, which is verified by simulation. Furthermore, the proposed algorithm is suitable for real-time operation due to its computational simplicity and allows path replanning in case the robot encounters unknown obstacles. The efficiency of the proposed algorithm is validated by experimental results on the Pioneer 3DX mobile robot. MDPI 2022-11-28 /pmc/articles/PMC9737636/ /pubmed/36501971 http://dx.doi.org/10.3390/s22239269 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 Šelek, Ana Seder, Marija Brezak, Mišel Petrović, Ivan Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot |
title | Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot |
title_full | Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot |
title_fullStr | Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot |
title_full_unstemmed | Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot |
title_short | Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot |
title_sort | smooth complete coverage trajectory planning algorithm for a nonholonomic robot |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9737636/ https://www.ncbi.nlm.nih.gov/pubmed/36501971 http://dx.doi.org/10.3390/s22239269 |
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