Systems and Means of Informatics
2021, Volume 31, Issue 2, pp 16-25
ANALYTICAL MODEL OF CARRIER SENSE MULTIPLE ACCESS PROTOCOL FOR INDUSTRIAL INTERNET OF THINGS APPLICATIONS
- A. S. Tsarev
- E. M. Khayrov
- Yu. V. Gaidamaka
- S. Ya. Shorgin
Abstract
Industrial Internet of Things (IIoT) is one of the key features of Industry 4.0 that stands for a new approach to design industrial processes using the latest technological advances. However, before implementing new processes, it is necessary to understand the characteristics and limitations that arise due to technical complexity of the system. To solve this problem for some generalized IIoT use case, a mathematical model of the multiple access protocol with channel sensing is proposed. This model allows one to estimate the average sensor's data transmission cycle time, successful data transmission probability, and probability of a collision during data transmission. Analytical expressions for calculating key performance metrics at the access layer are proposed.
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[+] About this article
Title
ANALYTICAL MODEL OF CARRIER SENSE MULTIPLE ACCESS PROTOCOL FOR INDUSTRIAL INTERNET OF THINGS APPLICATIONS
Journal
Systems and Means of Informatics
Volume 31, Issue 2, pp 16-25
Cover Date
2021-05-20
DOI
10.14357/08696527210202
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
Industrial Internet of Things (IIoT); MAC layer; channel sensing; multiple access; Markov chain; collision probability
Authors
A. S. Tsarev  , E. M. Khayrov , Yu. V. Gaidamaka ,  , and S. Ya. Shorgin
Author Affiliations
Peoples' Friendship University of Russia (RUDN University), 6 Miklukho- Maklaya Str., Moscow 117198, Russian Federation
Institute of Informatics Problems, Federal Research Center "Computer Science
and Control", Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
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