Modelling a random access channel with collisions for M2M traffic in LTE networks

One of the main problems in LTE networks is distribution of a limited number of radio resources among Human-to-Human (H2H) users and increasing number of machine-type-communication (MTC) devices in machine-to-machine (M2M) communications. The radio resources allocation scheme of M2M traffic service in LTE networks discussed in the paper is adopted by 3GPP and implements Random Access Channel (RACH) mechanism for transmitting data units from a plurality of MTC devices. This mechanism determines the sequence of signaling messages transmitted between a MTC device and a ENodeB (eNB) without reserving radio resources. The mathematical model for calculation of the mean time from the instant of MTC device activation to the instant of data transition beginning via eNB is built. The Monte Carlo method for simulation the behavior of the system is used. © 2014 Springer International Publishing.

Authors
Borodakiy V.Y.1 , Samouylov K.E. 2 , Gaidamaka Y.V. 2 , Abaev P.O. 2 , Buturlin I.A. 2 , Etezov S.A. 2
Journal
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Language
English
Pages
301-310
Status
Published
DOI
10.1007/978-3-319-10353-2_26
Volume
8638 LNCS
Year
2014
Organizations
  • 1 JSC VIVOSS and OI, Nizhnaya Krasnoselskaya str. 13-1, 105066 Moscow, Russian Federation
  • 2 Telecommunication Systems Department, Peoples' Friendship University of Russia, Ordzhonikidze str. 3, 115419 Moscow, Russian Federation
Keywords
access delay; LTE; M2M; Markov chain; MTC; RACH procedure; RAN; random access network; random access procedure; simulation
Date of creation
19.10.2018
Date of change
24.02.2021
Short link
https://repository.rudn.ru/en/records/article/record/4978/
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