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The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion

With the advent of the Internet of Everything era, multi-information integration, and development, technology has penetrated into all aspects of life, promoting the continuous progress of social development, and people's requirements for a happy life are getting higher and higher. In this, robo...

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Detalles Bibliográficos
Autores principales: Yao, Yunfeng, He, Na, Zhang, Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9232352/
https://www.ncbi.nlm.nih.gov/pubmed/35755751
http://dx.doi.org/10.1155/2022/1707259
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author Yao, Yunfeng
He, Na
Zhang, Min
author_facet Yao, Yunfeng
He, Na
Zhang, Min
author_sort Yao, Yunfeng
collection PubMed
description With the advent of the Internet of Everything era, multi-information integration, and development, technology has penetrated into all aspects of life, promoting the continuous progress of social development, and people's requirements for a happy life are getting higher and higher. In this, robots play an extremely important role. It is especially important for the route planning of robots. This paper analyzes the DWA dynamic window algorithm through the verification of the global route planning algorithm, namely, the Dijkstra algorithm and the A(∗) algorithm; the verification of the local route planning algorithm; the application of the DWA mobile robot algorithm in the robot route planning. The three aspects of the evaluation function are described by a formula, the experimental simulation is carried out, the relationship between the evaluation function terms is obtained, and the feasibility of the algorithm is verified.
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spelling pubmed-92323522022-06-25 The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion Yao, Yunfeng He, Na Zhang, Min Comput Intell Neurosci Research Article With the advent of the Internet of Everything era, multi-information integration, and development, technology has penetrated into all aspects of life, promoting the continuous progress of social development, and people's requirements for a happy life are getting higher and higher. In this, robots play an extremely important role. It is especially important for the route planning of robots. This paper analyzes the DWA dynamic window algorithm through the verification of the global route planning algorithm, namely, the Dijkstra algorithm and the A(∗) algorithm; the verification of the local route planning algorithm; the application of the DWA mobile robot algorithm in the robot route planning. The three aspects of the evaluation function are described by a formula, the experimental simulation is carried out, the relationship between the evaluation function terms is obtained, and the feasibility of the algorithm is verified. Hindawi 2022-06-17 /pmc/articles/PMC9232352/ /pubmed/35755751 http://dx.doi.org/10.1155/2022/1707259 Text en Copyright © 2022 Yunfeng Yao et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Yao, Yunfeng
He, Na
Zhang, Min
The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion
title The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion
title_full The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion
title_fullStr The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion
title_full_unstemmed The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion
title_short The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion
title_sort application of internet of things in robot route planning based on multisource information fusion
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9232352/
https://www.ncbi.nlm.nih.gov/pubmed/35755751
http://dx.doi.org/10.1155/2022/1707259
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