A Network Calculus Approach to Probabilistic Quality of Service Analysis of Fading Channels

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

External Research Organisations

  • University of Toronto
View graph of relations

Details

Original languageEnglish
Title of host publicationIEEE GLOBECOM 2006
Subtitle of host publication2006 Global Telecommunications Conference
Publication statusPublished - 2006
Externally publishedYes
EventIEEE GLOBECOM 2006 - 2006 Global Telecommunications Conference - San Francisco, CA, United States
Duration: 27 Nov 20061 Dec 2006

Publication series

NameGLOBECOM - IEEE Global Telecommunications Conference

Abstract

Network calculus Is an established theory for deterministic quality of service analysis of fixed networks. Due to the failures inherent in fading channels it is, however, not applicable to radio systems. Emerging probabilistic equivalents allow closing this gap. Based on the recent network calculus with moment generating functions we present a methodology for performance analysis of fading channels. We use a service curve representation of radio links which facilitates an efficient analysis of radio networks. We investigate fading channels with memory and our results show that the fading speed impacts service guarantees significantly. Numerical performance bounds are provided for an example taken from cellular radio communications for which the effects of opportunistic scheduling are quantified. Simulation results are shown which confirm the efficiency of the approach.

ASJC Scopus subject areas

Cite this

A Network Calculus Approach to Probabilistic Quality of Service Analysis of Fading Channels. / Fidler, Markus.
IEEE GLOBECOM 2006 : 2006 Global Telecommunications Conference. 2006. 4151329 (GLOBECOM - IEEE Global Telecommunications Conference).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Fidler, M 2006, A Network Calculus Approach to Probabilistic Quality of Service Analysis of Fading Channels. in IEEE GLOBECOM 2006 : 2006 Global Telecommunications Conference., 4151329, GLOBECOM - IEEE Global Telecommunications Conference, IEEE GLOBECOM 2006 - 2006 Global Telecommunications Conference, San Francisco, CA, United States, 27 Nov 2006. https://doi.org/10.1109/GLOCOM.2006.699
Fidler, M. (2006). A Network Calculus Approach to Probabilistic Quality of Service Analysis of Fading Channels. In IEEE GLOBECOM 2006 : 2006 Global Telecommunications Conference Article 4151329 (GLOBECOM - IEEE Global Telecommunications Conference). https://doi.org/10.1109/GLOCOM.2006.699
Fidler M. A Network Calculus Approach to Probabilistic Quality of Service Analysis of Fading Channels. In IEEE GLOBECOM 2006 : 2006 Global Telecommunications Conference. 2006. 4151329. (GLOBECOM - IEEE Global Telecommunications Conference). doi: 10.1109/GLOCOM.2006.699
Fidler, Markus. / A Network Calculus Approach to Probabilistic Quality of Service Analysis of Fading Channels. IEEE GLOBECOM 2006 : 2006 Global Telecommunications Conference. 2006. (GLOBECOM - IEEE Global Telecommunications Conference).
Download
@inproceedings{7d80c91494b1427bbeee131b2ba478e0,
title = "A Network Calculus Approach to Probabilistic Quality of Service Analysis of Fading Channels",
abstract = "Network calculus Is an established theory for deterministic quality of service analysis of fixed networks. Due to the failures inherent in fading channels it is, however, not applicable to radio systems. Emerging probabilistic equivalents allow closing this gap. Based on the recent network calculus with moment generating functions we present a methodology for performance analysis of fading channels. We use a service curve representation of radio links which facilitates an efficient analysis of radio networks. We investigate fading channels with memory and our results show that the fading speed impacts service guarantees significantly. Numerical performance bounds are provided for an example taken from cellular radio communications for which the effects of opportunistic scheduling are quantified. Simulation results are shown which confirm the efficiency of the approach.",
author = "Markus Fidler",
year = "2006",
doi = "10.1109/GLOCOM.2006.699",
language = "English",
isbn = "142440357X",
series = "GLOBECOM - IEEE Global Telecommunications Conference",
booktitle = "IEEE GLOBECOM 2006",
note = "IEEE GLOBECOM 2006 - 2006 Global Telecommunications Conference ; Conference date: 27-11-2006 Through 01-12-2006",

}

Download

TY - GEN

T1 - A Network Calculus Approach to Probabilistic Quality of Service Analysis of Fading Channels

AU - Fidler, Markus

PY - 2006

Y1 - 2006

N2 - Network calculus Is an established theory for deterministic quality of service analysis of fixed networks. Due to the failures inherent in fading channels it is, however, not applicable to radio systems. Emerging probabilistic equivalents allow closing this gap. Based on the recent network calculus with moment generating functions we present a methodology for performance analysis of fading channels. We use a service curve representation of radio links which facilitates an efficient analysis of radio networks. We investigate fading channels with memory and our results show that the fading speed impacts service guarantees significantly. Numerical performance bounds are provided for an example taken from cellular radio communications for which the effects of opportunistic scheduling are quantified. Simulation results are shown which confirm the efficiency of the approach.

AB - Network calculus Is an established theory for deterministic quality of service analysis of fixed networks. Due to the failures inherent in fading channels it is, however, not applicable to radio systems. Emerging probabilistic equivalents allow closing this gap. Based on the recent network calculus with moment generating functions we present a methodology for performance analysis of fading channels. We use a service curve representation of radio links which facilitates an efficient analysis of radio networks. We investigate fading channels with memory and our results show that the fading speed impacts service guarantees significantly. Numerical performance bounds are provided for an example taken from cellular radio communications for which the effects of opportunistic scheduling are quantified. Simulation results are shown which confirm the efficiency of the approach.

UR - http://www.scopus.com/inward/record.url?scp=50949088956&partnerID=8YFLogxK

U2 - 10.1109/GLOCOM.2006.699

DO - 10.1109/GLOCOM.2006.699

M3 - Conference contribution

AN - SCOPUS:50949088956

SN - 142440357X

SN - 9781424403578

T3 - GLOBECOM - IEEE Global Telecommunications Conference

BT - IEEE GLOBECOM 2006

T2 - IEEE GLOBECOM 2006 - 2006 Global Telecommunications Conference

Y2 - 27 November 2006 through 1 December 2006

ER -

By the same author(s)