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Adaptive Wavelet Coding Applied in a Wireless Control System

Wireless control systems can sense, control and act on the information exchanged between the wireless sensor nodes in a control loop. However, the exchanged information becomes susceptible to the degenerative effects produced by the multipath propagation. In order to minimize the destructive effects...

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Detalles Bibliográficos
Autores principales: Gama, Felipe O. S., Silveira, Luiz F. Q., O. Salazar, Andrés
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751525/
https://www.ncbi.nlm.nih.gov/pubmed/29236048
http://dx.doi.org/10.3390/s17122901
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author Gama, Felipe O. S.
Silveira, Luiz F. Q.
O. Salazar, Andrés
author_facet Gama, Felipe O. S.
Silveira, Luiz F. Q.
O. Salazar, Andrés
author_sort Gama, Felipe O. S.
collection PubMed
description Wireless control systems can sense, control and act on the information exchanged between the wireless sensor nodes in a control loop. However, the exchanged information becomes susceptible to the degenerative effects produced by the multipath propagation. In order to minimize the destructive effects characteristic of wireless channels, several techniques have been investigated recently. Among them, wavelet coding is a good alternative for wireless communications for its robustness to the effects of multipath and its low computational complexity. This work proposes an adaptive wavelet coding whose parameters of code rate and signal constellation can vary according to the fading level and evaluates the use of this transmission system in a control loop implemented by wireless sensor nodes. The performance of the adaptive system was evaluated in terms of bit error rate (BER) versus [Formula: see text] and spectral efficiency, considering a time-varying channel with flat Rayleigh fading, and in terms of processing overhead on a control system with wireless communication. The results obtained through computational simulations and experimental tests show performance gains obtained by insertion of the adaptive wavelet coding in a control loop with nodes interconnected by wireless link. These results enable the use of this technique in a wireless link control loop.
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spelling pubmed-57515252018-01-10 Adaptive Wavelet Coding Applied in a Wireless Control System Gama, Felipe O. S. Silveira, Luiz F. Q. O. Salazar, Andrés Sensors (Basel) Article Wireless control systems can sense, control and act on the information exchanged between the wireless sensor nodes in a control loop. However, the exchanged information becomes susceptible to the degenerative effects produced by the multipath propagation. In order to minimize the destructive effects characteristic of wireless channels, several techniques have been investigated recently. Among them, wavelet coding is a good alternative for wireless communications for its robustness to the effects of multipath and its low computational complexity. This work proposes an adaptive wavelet coding whose parameters of code rate and signal constellation can vary according to the fading level and evaluates the use of this transmission system in a control loop implemented by wireless sensor nodes. The performance of the adaptive system was evaluated in terms of bit error rate (BER) versus [Formula: see text] and spectral efficiency, considering a time-varying channel with flat Rayleigh fading, and in terms of processing overhead on a control system with wireless communication. The results obtained through computational simulations and experimental tests show performance gains obtained by insertion of the adaptive wavelet coding in a control loop with nodes interconnected by wireless link. These results enable the use of this technique in a wireless link control loop. MDPI 2017-12-13 /pmc/articles/PMC5751525/ /pubmed/29236048 http://dx.doi.org/10.3390/s17122901 Text en © 2017 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
Gama, Felipe O. S.
Silveira, Luiz F. Q.
O. Salazar, Andrés
Adaptive Wavelet Coding Applied in a Wireless Control System
title Adaptive Wavelet Coding Applied in a Wireless Control System
title_full Adaptive Wavelet Coding Applied in a Wireless Control System
title_fullStr Adaptive Wavelet Coding Applied in a Wireless Control System
title_full_unstemmed Adaptive Wavelet Coding Applied in a Wireless Control System
title_short Adaptive Wavelet Coding Applied in a Wireless Control System
title_sort adaptive wavelet coding applied in a wireless control system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751525/
https://www.ncbi.nlm.nih.gov/pubmed/29236048
http://dx.doi.org/10.3390/s17122901
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