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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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]. |
format | Online Article Text |
id | pubmed-6339074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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