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Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach

Data prioritization of heterogeneous data in wireless sensor networks gives meaning to mission-critical data that are time-sensitive as this may be a matter of life and death. However, the standard IEEE 802.15.4 does not consider the prioritization of data. Prioritization schemes proffered in the li...

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Autores principales: Onwuegbuzie, Innocent Uzougbo, Abd Razak, Shukor, Fauzi Isnin, Ismail, Darwish, Tasneem S. J., Al-dhaqm, Arafat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7428073/
https://www.ncbi.nlm.nih.gov/pubmed/32797055
http://dx.doi.org/10.1371/journal.pone.0237154
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author Onwuegbuzie, Innocent Uzougbo
Abd Razak, Shukor
Fauzi Isnin, Ismail
Darwish, Tasneem S. J.
Al-dhaqm, Arafat
author_facet Onwuegbuzie, Innocent Uzougbo
Abd Razak, Shukor
Fauzi Isnin, Ismail
Darwish, Tasneem S. J.
Al-dhaqm, Arafat
author_sort Onwuegbuzie, Innocent Uzougbo
collection PubMed
description Data prioritization of heterogeneous data in wireless sensor networks gives meaning to mission-critical data that are time-sensitive as this may be a matter of life and death. However, the standard IEEE 802.15.4 does not consider the prioritization of data. Prioritization schemes proffered in the literature have not adequately addressed this issue as proposed schemes either uses a single or complex backoff algorithm to estimate backoff time-slots for prioritized data. Subsequently, the carrier sense multiple access with collision avoidance scheme exhibits an exponentially increasing range of backoff times. These approaches are not only inefficient but result in high latency and increased power consumption. In this article, the concept of class of service (CS) was adopted to prioritize heterogeneous data (real-time and non-real-time), resulting in an optimized prioritized backoff MAC scheme called Class of Service Traffic Priority-based Medium Access Control (CSTP-MAC). This scheme classifies data into high priority data (HPD) and low priority data (LPD) by computing backoff times with expressions peculiar to the data priority class. The improved scheme grants nodes the opportunity to access the shared medium in a timely and power-efficient manner. Benchmarked against contemporary schemes, CSTP-MAC attained a 99% packet delivery ratio with improved power saving capability, which translates to a longer operational lifetime.
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spelling pubmed-74280732020-08-20 Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach Onwuegbuzie, Innocent Uzougbo Abd Razak, Shukor Fauzi Isnin, Ismail Darwish, Tasneem S. J. Al-dhaqm, Arafat PLoS One Research Article Data prioritization of heterogeneous data in wireless sensor networks gives meaning to mission-critical data that are time-sensitive as this may be a matter of life and death. However, the standard IEEE 802.15.4 does not consider the prioritization of data. Prioritization schemes proffered in the literature have not adequately addressed this issue as proposed schemes either uses a single or complex backoff algorithm to estimate backoff time-slots for prioritized data. Subsequently, the carrier sense multiple access with collision avoidance scheme exhibits an exponentially increasing range of backoff times. These approaches are not only inefficient but result in high latency and increased power consumption. In this article, the concept of class of service (CS) was adopted to prioritize heterogeneous data (real-time and non-real-time), resulting in an optimized prioritized backoff MAC scheme called Class of Service Traffic Priority-based Medium Access Control (CSTP-MAC). This scheme classifies data into high priority data (HPD) and low priority data (LPD) by computing backoff times with expressions peculiar to the data priority class. The improved scheme grants nodes the opportunity to access the shared medium in a timely and power-efficient manner. Benchmarked against contemporary schemes, CSTP-MAC attained a 99% packet delivery ratio with improved power saving capability, which translates to a longer operational lifetime. Public Library of Science 2020-08-14 /pmc/articles/PMC7428073/ /pubmed/32797055 http://dx.doi.org/10.1371/journal.pone.0237154 Text en © 2020 Onwuegbuzie et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Onwuegbuzie, Innocent Uzougbo
Abd Razak, Shukor
Fauzi Isnin, Ismail
Darwish, Tasneem S. J.
Al-dhaqm, Arafat
Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach
title Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach
title_full Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach
title_fullStr Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach
title_full_unstemmed Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach
title_short Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach
title_sort optimized backoff scheme for prioritized data in wireless sensor networks: a class of service approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7428073/
https://www.ncbi.nlm.nih.gov/pubmed/32797055
http://dx.doi.org/10.1371/journal.pone.0237154
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