On the modeling of uplink inter-cell interference based on proportional fair scheduling

Handle URI:
http://hdl.handle.net/10754/246771
Title:
On the modeling of uplink inter-cell interference based on proportional fair scheduling
Authors:
Tabassum, Hina; Yilmaz, Ferkan; Dawy, Zaher; Alouini, Mohamed-Slim ( 0000-0003-4827-1793 )
Abstract:
We derive a semi-analytical expression for the uplink inter-cell interference (ICI) assuming proportional fair scheduling (with a maximum normalized signal-to-noise ratio (SNR) criterion) deployed in the cellular network. The derived expression can be customized for different models of channel statistics that can capture path loss, shadowing, and fading. Firstly, we derive an expression for the distribution of the locations of the allocated user in a given cell. Then, we derive the distribution and moment generating function of the uplink ICI from one interfering cell. Finally, we determine the moment generating function of the cumulative uplink ICI from all interfering cells. The derived expression is utilized to evaluate important network performance metrics such as outage probability and fairness among users. The accuracy of the derived expressions is verified by comparing the obtained results to Monte Carlo simulations. © 2012 IEEE.
KAUST Department:
Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division; Communication Theory Lab
Citation:
Tabassum H, Yilmaz F, Dawy Z, Alouini MS (2012) On the modeling of uplink inter-cell interference based on proportional fair scheduling. 2012 IEEE Wireless Communications and Networking Conference Workshops (WCNCW). doi:10.1109/WCNCW.2012.6215514.
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
Journal:
2012 IEEE Wireless Communications and Networking Conference Workshops (WCNCW)
Conference/Event name:
2012 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2012
Issue Date:
3-Oct-2012
DOI:
10.1109/WCNCW.2012.6215514
Type:
Conference Paper
Additional Links:
http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6215514
Appears in Collections:
Conference Papers; Communication Theory Lab; Communication Theory Lab; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorTabassum, Hinaen
dc.contributor.authorYilmaz, Ferkanen
dc.contributor.authorDawy, Zaheren
dc.contributor.authorAlouini, Mohamed-Slimen
dc.date.accessioned2012-10-03T16:55:58Z-
dc.date.available2012-10-03T16:55:58Z-
dc.date.issued2012-10-03en
dc.identifier.citationTabassum H, Yilmaz F, Dawy Z, Alouini MS (2012) On the modeling of uplink inter-cell interference based on proportional fair scheduling. 2012 IEEE Wireless Communications and Networking Conference Workshops (WCNCW). doi:10.1109/WCNCW.2012.6215514.en
dc.identifier.doi10.1109/WCNCW.2012.6215514en
dc.identifier.urihttp://hdl.handle.net/10754/246771en
dc.description.abstractWe derive a semi-analytical expression for the uplink inter-cell interference (ICI) assuming proportional fair scheduling (with a maximum normalized signal-to-noise ratio (SNR) criterion) deployed in the cellular network. The derived expression can be customized for different models of channel statistics that can capture path loss, shadowing, and fading. Firstly, we derive an expression for the distribution of the locations of the allocated user in a given cell. Then, we derive the distribution and moment generating function of the uplink ICI from one interfering cell. Finally, we determine the moment generating function of the cumulative uplink ICI from all interfering cells. The derived expression is utilized to evaluate important network performance metrics such as outage probability and fairness among users. The accuracy of the derived expressions is verified by comparing the obtained results to Monte Carlo simulations. © 2012 IEEE.en
dc.language.isoenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.relation.urlhttp://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6215514en
dc.titleOn the modeling of uplink inter-cell interference based on proportional fair schedulingen
dc.typeConference Paperen
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.contributor.departmentCommunication Theory Laben
dc.identifier.journal2012 IEEE Wireless Communications and Networking Conference Workshops (WCNCW)en
dc.conference.date2012-04-01 to 2012-04-01en
dc.conference.name2012 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2012en
dc.conference.locationParis, FRAen
dc.eprint.versionPre-printen
dc.contributor.institutionDepartment of Electrical and Computer Engineering, American University of Beirut (AUB), Beirut, Lebanonen
dc.contributor.affiliationKing Abdullah University of Science and Technology (KAUST)en
kaust.authorTabassum, Hinaen
kaust.authorYilmaz, Ferkanen
kaust.authorAlouini, Mohamed-Slimen
This item is licensed under a Creative Commons License
Creative Commons
All Items in KAUST are protected by copyright, with all rights reserved, unless otherwise indicated.