University of Oulu

On the performance of machine-type communications networks under Markovian arrival sources

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Author: Qasmi, Fahad1
Organizations: 1University of Oulu, Faculty of Information Technology and Electrical Engineering, Communications Engineering
Format: ebook
Version: published version
Access: open
Online Access: PDF Full Text (PDF, 2.5 MB)
Persistent link: http://urn.fi/URN:NBN:fi:oulu-201806052451
Language: English
Published: Oulu : F. Qasmi, 2018
Publish Date: 2018-06-05
Physical Description: 52 p.
Thesis type: Master's thesis
Tutor: Alves, Hirley
Reviewer: Latva-aho, Matti
Alves, Hirley
Description:

Abstract

This thesis evaluates the performance of reliability and latency in machine type communication networks, which composed of single transmitter and receiver in the presence of Rayleigh fading channel. The source’s traffic arrivals are modeled as Markovian processes namely Discrete-Time Markov process, Fluid Markov process, Discrete-Time Markov Modulated Poisson process and Continuous-Time Markov Modulated Poisson process, and delay/buffer overflow constraints are imposed. Our approach is based on the reliability and latency outage probability, where transmitter not knowing the channel condition, therefore the transmitter would be transmitting information over the fixed rate. The fixed rate transmission is modeled as a two-state Discrete-time Markov process, which identifies the reliability level of wireless transmission. Using effective bandwidth and effective capacity theories, we evaluate the trade-off between reliability-latency and identify QoS requirement. The impact of different source traffic originated from MTC devices under QoS constraints on the effective transmission rate are investigated.

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Copyright information: © Fahad Qasmi, 2018. This publication is copyrighted. You may download, display and print it for your own personal use. Commercial use is prohibited.