Analysis of the Polling Model of a Node in the Integrated Access and Backhaul System

  • Dmitry Ivanovich Nikolaev Peoples’ Friendship University of Russia named after Patrice Lumumba

Abstract

In this paper, a polling model of node service of Integrated Access and Backhaul (IAB) network is constructed to analyze the probabilistic-time characteristics (PTC) of the system, which will enable the estimation of packet transmission delays in the network. The polling-based queueing system is assumed to be Markovian. One of the queues is designed to store packets from parent nodes in the IAB network, and the second queue is designed to store packets from child nodes and user equipments associated with a given node. Cyclic polling of queues allows to consider the main feature of IAB in 5G networks – half-duplex mode of packet transmission. Using the apparatus of Markov processes, formulas for calculating the queueing delay and the time spent in the system of the request in the system, which corresponds to the delay of packet transmission in the node, are obtained. The results of the numerical analysis allow us to give an upper bound estimate for the device switching duration at which the 5G NR delay constraints are fulfilled for networks with a single relay node.

Author Biography

Dmitry Ivanovich Nikolaev, Peoples’ Friendship University of Russia named after Patrice Lumumba

Student of the Probability Theory and Cybersecurity Department, Applied Mathematics & Communications Technology Institute

Published
2023-12-20
How to Cite
NIKOLAEV, Dmitry Ivanovich. Analysis of the Polling Model of a Node in the Integrated Access and Backhaul System. Modern Information Technologies and IT-Education, [S.l.], v. 19, n. 4, dec. 2023. ISSN 2411-1473. Available at: <http://sitito.cs.msu.ru/index.php/SITITO/article/view/1039>. Date accessed: 20 sep. 2025.
Section
Theoretical Questions of Computer Science, Computer Mathematics