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Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2021, Volume 31, Issue 2, Pages 16–25
DOI: https://doi.org/10.14357/08696527210202 (Mi ssi761) 		 
Analytical model of carrier sense multiple access protocol for Industrial Internet of Things applications

A. S. Tsareva, E. M. Khayrova, Yu. V. Gaidamakaab, S. Ya. Shorginb

a Peoples' Friendship University of Russia (RUDN University), 6 Miklukho- Maklaya Str., Moscow 117198, Russian Federation
b Institute of Informatics Problems, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
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DOI: https://doi.org/10.14357/08696527210202
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.
Keywords: Industrial Internet of Things (IIoT), MAC layer, channel sensing, multiple access, Markov chain, collision probability.
Funding agency Grant number
Russian Foundation for Basic Research 19-07-00933
20-07-01064
Ministry of Science and Higher Education of the Russian Federation
The paper has been supported by the RUDN University Strategic Academic Leadership Program and funded by the Russian Foundation for Basic Research according to the research projects No. 19-07-00933 and No. 20-07-01064.
Received: 15.03.2021
Document Type: Article
Language: Russian
Citation: A. S. Tsarev, E. M. Khayrov, Yu. V. Gaidamaka, S. Ya. Shorgin, “Analytical model of carrier sense multiple access protocol for Industrial Internet of Things applications”, Sistemy i Sredstva Inform., 31:2 (2021), 16–25
Citation in format AMSBIB
\Bibitem{TsaKhaGai21}
\by A.~S.~Tsarev, E.~M.~Khayrov, Yu.~V.~Gaidamaka, S.~Ya.~Shorgin
\paper Analytical model of carrier sense multiple access protocol for Industrial Internet of Things applications
\jour Sistemy i Sredstva Inform.
\yr 2021
\vol 31
\issue 2
\pages 16--25
\mathnet{http://mi.mathnet.ru/ssi761}
\crossref{https://doi.org/10.14357/08696527210202}
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