Stochastic geometry modeling and analysis of cognitive heterogeneous cellular networks

Fereidoun H. Panahi, Tomoaki Ohtsuki

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

In this paper, we present a cognitive radio (CR)-based statistical framework for a two-tier heterogeneous cellular network (femto-macro network) to model the outage probability at any arbitrary secondary (femto) and primary (macro) user. A system model based on stochastic geometry (utilizing the spatial Poisson point process (PPP) theory) is applied to model the random locations and network topology of both secondary and primary users. A considerable performance improvement can be generally achieved by mitigating interference in result of applying the CR idea over the above model. Novel closed-form expressions are derived for the downlink outage probability of any typical femto and macro user considering the Rayleigh fading for the desired and interfering links. We also study some important design factors which their role and importance in the determination of outage and interference cannot be ignored. We conduct simulations to validate our analytical results and evaluate the proposed schemes in terms of outage probability for different values of signal-to-interference-plus-noise ratio (SINR) target.

Original languageEnglish
Article number141
JournalEurasip Journal on Wireless Communications and Networking
Volume2015
Issue number1
DOIs
Publication statusPublished - 2015 Dec 28

Fingerprint

Outages
Macros
Geometry
Cognitive radio
Rayleigh fading
Topology

Keywords

  • Cognitive radio
  • Heterogeneous cellular network
  • Outage probability

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing
  • Computer Science Applications

Cite this

Stochastic geometry modeling and analysis of cognitive heterogeneous cellular networks. / Panahi, Fereidoun H.; Ohtsuki, Tomoaki.

In: Eurasip Journal on Wireless Communications and Networking, Vol. 2015, No. 1, 141, 28.12.2015.

Research output: Contribution to journalArticle

@article{377b5a004eee40bcb5c12011e97e8b76,
title = "Stochastic geometry modeling and analysis of cognitive heterogeneous cellular networks",
abstract = "In this paper, we present a cognitive radio (CR)-based statistical framework for a two-tier heterogeneous cellular network (femto-macro network) to model the outage probability at any arbitrary secondary (femto) and primary (macro) user. A system model based on stochastic geometry (utilizing the spatial Poisson point process (PPP) theory) is applied to model the random locations and network topology of both secondary and primary users. A considerable performance improvement can be generally achieved by mitigating interference in result of applying the CR idea over the above model. Novel closed-form expressions are derived for the downlink outage probability of any typical femto and macro user considering the Rayleigh fading for the desired and interfering links. We also study some important design factors which their role and importance in the determination of outage and interference cannot be ignored. We conduct simulations to validate our analytical results and evaluate the proposed schemes in terms of outage probability for different values of signal-to-interference-plus-noise ratio (SINR) target.",
keywords = "Cognitive radio, Heterogeneous cellular network, Outage probability",
author = "Panahi, {Fereidoun H.} and Tomoaki Ohtsuki",
year = "2015",
month = "12",
day = "28",
doi = "10.1186/s13638-015-0363-9",
language = "English",
volume = "2015",
journal = "Eurasip Journal on Wireless Communications and Networking",
issn = "1687-1472",
publisher = "Springer Publishing Company",
number = "1",

}

TY - JOUR

T1 - Stochastic geometry modeling and analysis of cognitive heterogeneous cellular networks

AU - Panahi, Fereidoun H.

AU - Ohtsuki, Tomoaki

PY - 2015/12/28

Y1 - 2015/12/28

N2 - In this paper, we present a cognitive radio (CR)-based statistical framework for a two-tier heterogeneous cellular network (femto-macro network) to model the outage probability at any arbitrary secondary (femto) and primary (macro) user. A system model based on stochastic geometry (utilizing the spatial Poisson point process (PPP) theory) is applied to model the random locations and network topology of both secondary and primary users. A considerable performance improvement can be generally achieved by mitigating interference in result of applying the CR idea over the above model. Novel closed-form expressions are derived for the downlink outage probability of any typical femto and macro user considering the Rayleigh fading for the desired and interfering links. We also study some important design factors which their role and importance in the determination of outage and interference cannot be ignored. We conduct simulations to validate our analytical results and evaluate the proposed schemes in terms of outage probability for different values of signal-to-interference-plus-noise ratio (SINR) target.

AB - In this paper, we present a cognitive radio (CR)-based statistical framework for a two-tier heterogeneous cellular network (femto-macro network) to model the outage probability at any arbitrary secondary (femto) and primary (macro) user. A system model based on stochastic geometry (utilizing the spatial Poisson point process (PPP) theory) is applied to model the random locations and network topology of both secondary and primary users. A considerable performance improvement can be generally achieved by mitigating interference in result of applying the CR idea over the above model. Novel closed-form expressions are derived for the downlink outage probability of any typical femto and macro user considering the Rayleigh fading for the desired and interfering links. We also study some important design factors which their role and importance in the determination of outage and interference cannot be ignored. We conduct simulations to validate our analytical results and evaluate the proposed schemes in terms of outage probability for different values of signal-to-interference-plus-noise ratio (SINR) target.

KW - Cognitive radio

KW - Heterogeneous cellular network

KW - Outage probability

UR - http://www.scopus.com/inward/record.url?scp=84930200365&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84930200365&partnerID=8YFLogxK

U2 - 10.1186/s13638-015-0363-9

DO - 10.1186/s13638-015-0363-9

M3 - Article

VL - 2015

JO - Eurasip Journal on Wireless Communications and Networking

JF - Eurasip Journal on Wireless Communications and Networking

SN - 1687-1472

IS - 1

M1 - 141

ER -