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Enhancing Channel Contention Efficiency in IEEE 802.15.4 Wireless Networks

Numerous Internet of Things (IoT) devices adopt the IEEE 802.15.4 standard, which targets low data rate wireless networks. With the explosive growth in the use of IoT devices, it is essential to design effective and efficient channel access schemes for the 802.15.4 networks. In order to improve chan...

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Detalles Bibliográficos
Autores principales: Zhu, Yi-Hua, Jia, Luming, Zhang, Yufan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8877662/
https://www.ncbi.nlm.nih.gov/pubmed/35214502
http://dx.doi.org/10.3390/s22041600
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author Zhu, Yi-Hua
Jia, Luming
Zhang, Yufan
author_facet Zhu, Yi-Hua
Jia, Luming
Zhang, Yufan
author_sort Zhu, Yi-Hua
collection PubMed
description Numerous Internet of Things (IoT) devices adopt the IEEE 802.15.4 standard, which targets low data rate wireless networks. With the explosive growth in the use of IoT devices, it is essential to design effective and efficient channel access schemes for the 802.15.4 networks. In order to improve channel contention efficiency (CCE), which is defined as the number of times of successfully gaining the channel per unit of backoff time whereby throughput is improved, the scheme of enhancing channel contention efficiency (ECCE) has been proposed to jointly optimize the three key parameters of macMinBe, macMaxBe and macMaxCsmaBackoffs in the carrier sense multiple access with collision avoidance (CSMA-CA) mechanism in the 802.15.4 standard. A novel Markov chain was developed to model the CSMA-CA mechanism, which yielded the expected number of failures in gaining the channel, the expected number of backoff periods and the expected number of backoffs when a node intended to transmit a packet. These statistics resulted in CCE. An optimization problem that maximized the CCE with respect to the above-mentioned three key parameters was formulated. The solution to the optimization problem led to the optimal parameter values, which were applied in the ECCE scheme. The simulation results show that the proposed ECCE scheme outperformed the CSMA-CA mechanism in terms of CCE, delay and throughput.
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spelling pubmed-88776622022-02-26 Enhancing Channel Contention Efficiency in IEEE 802.15.4 Wireless Networks Zhu, Yi-Hua Jia, Luming Zhang, Yufan Sensors (Basel) Article Numerous Internet of Things (IoT) devices adopt the IEEE 802.15.4 standard, which targets low data rate wireless networks. With the explosive growth in the use of IoT devices, it is essential to design effective and efficient channel access schemes for the 802.15.4 networks. In order to improve channel contention efficiency (CCE), which is defined as the number of times of successfully gaining the channel per unit of backoff time whereby throughput is improved, the scheme of enhancing channel contention efficiency (ECCE) has been proposed to jointly optimize the three key parameters of macMinBe, macMaxBe and macMaxCsmaBackoffs in the carrier sense multiple access with collision avoidance (CSMA-CA) mechanism in the 802.15.4 standard. A novel Markov chain was developed to model the CSMA-CA mechanism, which yielded the expected number of failures in gaining the channel, the expected number of backoff periods and the expected number of backoffs when a node intended to transmit a packet. These statistics resulted in CCE. An optimization problem that maximized the CCE with respect to the above-mentioned three key parameters was formulated. The solution to the optimization problem led to the optimal parameter values, which were applied in the ECCE scheme. The simulation results show that the proposed ECCE scheme outperformed the CSMA-CA mechanism in terms of CCE, delay and throughput. MDPI 2022-02-18 /pmc/articles/PMC8877662/ /pubmed/35214502 http://dx.doi.org/10.3390/s22041600 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
Zhu, Yi-Hua
Jia, Luming
Zhang, Yufan
Enhancing Channel Contention Efficiency in IEEE 802.15.4 Wireless Networks
title Enhancing Channel Contention Efficiency in IEEE 802.15.4 Wireless Networks
title_full Enhancing Channel Contention Efficiency in IEEE 802.15.4 Wireless Networks
title_fullStr Enhancing Channel Contention Efficiency in IEEE 802.15.4 Wireless Networks
title_full_unstemmed Enhancing Channel Contention Efficiency in IEEE 802.15.4 Wireless Networks
title_short Enhancing Channel Contention Efficiency in IEEE 802.15.4 Wireless Networks
title_sort enhancing channel contention efficiency in ieee 802.15.4 wireless networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8877662/
https://www.ncbi.nlm.nih.gov/pubmed/35214502
http://dx.doi.org/10.3390/s22041600
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