Back to Search Start Over

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

Authors :
Naoki Wakamiya
Ryo Nakano
Yuichi Igarashi
Source :
Sensors, Vol 19, Iss 1, p 187 (2019), Sensors (Basel, Switzerland), Sensors, Volume 19, Issue 1
Publication Year :
2019
Publisher :
MDPI AG, 2019.

Abstract

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 97.4 % and the lowest probability is 95.2 % .

Details

Language :
English
ISSN :
14248220
Volume :
19
Issue :
1
Database :
OpenAIRE
Journal :
Sensors
Accession number :
edsair.doi.dedup.....e53c48d575a8f22a5f6a9a00bc6f32c7