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Reliable Control Applications with Wireless Communication Technologies: Application to Robotic Systems
The nature of wireless propagation may reduce the QoS of the applications, such that some packages can be delayed or lost. For this reason, the design of wireless control applications must be faced in a holistic way to avoid degrading the performance of the control algorithms. This paper is aimed at...
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/PMC8587709/ https://www.ncbi.nlm.nih.gov/pubmed/34770413 http://dx.doi.org/10.3390/s21217107 |
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author | Calvo, Isidro Villar, Eneko Napole, Cristian Fernández, Aitor Barambones, Oscar Gil-García, José Miguel |
author_facet | Calvo, Isidro Villar, Eneko Napole, Cristian Fernández, Aitor Barambones, Oscar Gil-García, José Miguel |
author_sort | Calvo, Isidro |
collection | PubMed |
description | The nature of wireless propagation may reduce the QoS of the applications, such that some packages can be delayed or lost. For this reason, the design of wireless control applications must be faced in a holistic way to avoid degrading the performance of the control algorithms. This paper is aimed at improving the reliability of wireless control applications in the event of communication degradation or temporary loss at the wireless links. Two controller levels are used: sophisticated algorithms providing better performance are executed in a central node, whereas local independent controllers, implemented as back-up controllers, are executed next to the process in case of QoS degradation. This work presents a reliable strategy for switching between central and local controllers avoiding that plants may become uncontrolled. For validation purposes, the presented approach was used to control a planar robot. A Fuzzy Logic control algorithm was implemented as a main controller at a high performance computing platform. A back-up controller was implemented on an edge device. This approach avoids the robot becoming uncontrolled in case of communication failure. Although a planar robot was chosen in this work, the presented approach may be extended to other processes. XBee 900 MHz communication technology was selected for control tasks, leaving the 2.4 GHz band for integration with cloud services. Several experiments are presented to analyze the behavior of the control application under different circumstances. The results proved that our approach allows the use of wireless communications, even in critical control applications. |
format | Online Article Text |
id | pubmed-8587709 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85877092021-11-13 Reliable Control Applications with Wireless Communication Technologies: Application to Robotic Systems Calvo, Isidro Villar, Eneko Napole, Cristian Fernández, Aitor Barambones, Oscar Gil-García, José Miguel Sensors (Basel) Article The nature of wireless propagation may reduce the QoS of the applications, such that some packages can be delayed or lost. For this reason, the design of wireless control applications must be faced in a holistic way to avoid degrading the performance of the control algorithms. This paper is aimed at improving the reliability of wireless control applications in the event of communication degradation or temporary loss at the wireless links. Two controller levels are used: sophisticated algorithms providing better performance are executed in a central node, whereas local independent controllers, implemented as back-up controllers, are executed next to the process in case of QoS degradation. This work presents a reliable strategy for switching between central and local controllers avoiding that plants may become uncontrolled. For validation purposes, the presented approach was used to control a planar robot. A Fuzzy Logic control algorithm was implemented as a main controller at a high performance computing platform. A back-up controller was implemented on an edge device. This approach avoids the robot becoming uncontrolled in case of communication failure. Although a planar robot was chosen in this work, the presented approach may be extended to other processes. XBee 900 MHz communication technology was selected for control tasks, leaving the 2.4 GHz band for integration with cloud services. Several experiments are presented to analyze the behavior of the control application under different circumstances. The results proved that our approach allows the use of wireless communications, even in critical control applications. MDPI 2021-10-26 /pmc/articles/PMC8587709/ /pubmed/34770413 http://dx.doi.org/10.3390/s21217107 Text en © 2021 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 Calvo, Isidro Villar, Eneko Napole, Cristian Fernández, Aitor Barambones, Oscar Gil-García, José Miguel Reliable Control Applications with Wireless Communication Technologies: Application to Robotic Systems |
title | Reliable Control Applications with Wireless Communication Technologies: Application to Robotic Systems |
title_full | Reliable Control Applications with Wireless Communication Technologies: Application to Robotic Systems |
title_fullStr | Reliable Control Applications with Wireless Communication Technologies: Application to Robotic Systems |
title_full_unstemmed | Reliable Control Applications with Wireless Communication Technologies: Application to Robotic Systems |
title_short | Reliable Control Applications with Wireless Communication Technologies: Application to Robotic Systems |
title_sort | reliable control applications with wireless communication technologies: application to robotic systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587709/ https://www.ncbi.nlm.nih.gov/pubmed/34770413 http://dx.doi.org/10.3390/s21217107 |
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