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A Polling-Based Transmission Scheme Using a Network Traffic Uniformity Metric for Industrial IoT Applications

The Industrial Internet of Things (IIoT) applications are required to provide precise measurement functions as feedback for controlling devices. The applications traditionally use polling-based communication protocols. However, in polling-based communication over current industrial wireless network...

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Detalles Bibliográficos
Autores principales: Igarashi, Yuichi, Nakano, Ryo, Wakamiya, Naoki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339074/
https://www.ncbi.nlm.nih.gov/pubmed/30621036
http://dx.doi.org/10.3390/s19010187
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author Igarashi, Yuichi
Nakano, Ryo
Wakamiya, Naoki
author_facet Igarashi, Yuichi
Nakano, Ryo
Wakamiya, Naoki
author_sort Igarashi, Yuichi
collection PubMed
description The Industrial Internet of Things (IIoT) applications are required to provide precise measurement functions as feedback for controlling devices. The applications traditionally use polling-based communication protocols. However, in polling-based communication over current industrial wireless network protocols such as ISA100.11a, WirelessHART have difficulty in realizing both scheduled periodic data collection at high success ratio and unpredictable on-demand communications with short latency. In this paper, a polling-based transmission scheme using a network traffic uniformity metric is proposed for IIoT applications. In the proposed scheme, a center node controls the transmission timing of all polling-based communication in accordance with a schedule that is determined by a Genetic Algorithm. Communication of both periodic and unpredictable on-demand data collection are uniformly assigned to solve the above difficulties in the schedule. Simulation results show that network traffic is generated uniformly and a center node can collect periodic data from nodes at high success ratio. The average success probability of periodical data collection is [Formula: see text] and the lowest probability is [Formula: see text].
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spelling pubmed-63390742019-01-23 A Polling-Based Transmission Scheme Using a Network Traffic Uniformity Metric for Industrial IoT Applications Igarashi, Yuichi Nakano, Ryo Wakamiya, Naoki Sensors (Basel) Article The Industrial Internet of Things (IIoT) applications are required to provide precise measurement functions as feedback for controlling devices. The applications traditionally use polling-based communication protocols. However, in polling-based communication over current industrial wireless network protocols such as ISA100.11a, WirelessHART have difficulty in realizing both scheduled periodic data collection at high success ratio and unpredictable on-demand communications with short latency. In this paper, a polling-based transmission scheme using a network traffic uniformity metric is proposed for IIoT applications. In the proposed scheme, a center node controls the transmission timing of all polling-based communication in accordance with a schedule that is determined by a Genetic Algorithm. Communication of both periodic and unpredictable on-demand data collection are uniformly assigned to solve the above difficulties in the schedule. Simulation results show that network traffic is generated uniformly and a center node can collect periodic data from nodes at high success ratio. The average success probability of periodical data collection is [Formula: see text] and the lowest probability is [Formula: see text]. MDPI 2019-01-07 /pmc/articles/PMC6339074/ /pubmed/30621036 http://dx.doi.org/10.3390/s19010187 Text en © 2019 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
Igarashi, Yuichi
Nakano, Ryo
Wakamiya, Naoki
A Polling-Based Transmission Scheme Using a Network Traffic Uniformity Metric for Industrial IoT Applications
title A Polling-Based Transmission Scheme Using a Network Traffic Uniformity Metric for Industrial IoT Applications
title_full A Polling-Based Transmission Scheme Using a Network Traffic Uniformity Metric for Industrial IoT Applications
title_fullStr A Polling-Based Transmission Scheme Using a Network Traffic Uniformity Metric for Industrial IoT Applications
title_full_unstemmed A Polling-Based Transmission Scheme Using a Network Traffic Uniformity Metric for Industrial IoT Applications
title_short A Polling-Based Transmission Scheme Using a Network Traffic Uniformity Metric for Industrial IoT Applications
title_sort polling-based transmission scheme using a network traffic uniformity metric for industrial iot applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339074/
https://www.ncbi.nlm.nih.gov/pubmed/30621036
http://dx.doi.org/10.3390/s19010187
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