Performance Evaluation of Millimeter-Wave Networks in the Context of Generalized Fading

Jacek Kibilda, Young Jin Chun, Fadhil Firyaguna, Seong Ki Yoo, Luiz A DaSilva, Simon Cotton

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Abstract

Building practical models of millimeter-wave networks which encompass every possible usage scenario presents a significant challenge. To address this issue, we propose an analytical framework based on stochastic geometry to model networks that are composed of millimeter-wave nodes. Our framework utilizes κ-μ shadowed fading to bring together, in a single model, various usage cases that span both indoor and outdoor environments. We analytically derive the distribution of the signal-to-interference-and-noise-ratio for a general millimeterwave network distributed over a confined space. This allows us to explore the relationship between basic network parameters, such as node density, beamwidth, or transmit power, and the parameter space of the fading channel. Finally, we show, that when one assumes this network to be distributed over the whole Euclidean plane, its coverage can be described via remarkably simple closed-form expression.
Original languageEnglish
Title of host publication2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings
PublisherIEEE
Number of pages6
ISBN (Electronic)9781538649206
DOIs
Publication statusPublished - 21 Feb 2019
Externally publishedYes
EventIEEE Global Communications Conference: Gateway to a Connected World - Abu Dhabi, United Arab Emirates
Duration: 9 Dec 201813 Dec 2018
https://globecom2018.ieee-globecom.org/

Conference

ConferenceIEEE Global Communications Conference
CountryUnited Arab Emirates
CityAbu Dhabi
Period9/12/1813/12/18
Internet address

Fingerprint

Millimeter waves
Fading channels
Geometry

Keywords

  • Interferences
  • Fading Channels
  • Indoor Environment
  • Stochastic Process
  • Millimeter Wave

Cite this

Kibilda, J., Chun, Y. J., Firyaguna, F., Yoo, S. K., DaSilva, L. A., & Cotton, S. (2019). Performance Evaluation of Millimeter-Wave Networks in the Context of Generalized Fading. In 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings [8644492] IEEE. https://doi.org/10.1109/glocomw.2018.8644492

Performance Evaluation of Millimeter-Wave Networks in the Context of Generalized Fading. / Kibilda, Jacek; Chun, Young Jin; Firyaguna, Fadhil; Yoo, Seong Ki; DaSilva, Luiz A; Cotton, Simon.

2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings. IEEE, 2019. 8644492.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Kibilda, J, Chun, YJ, Firyaguna, F, Yoo, SK, DaSilva, LA & Cotton, S 2019, Performance Evaluation of Millimeter-Wave Networks in the Context of Generalized Fading. in 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings., 8644492, IEEE, IEEE Global Communications Conference, Abu Dhabi, United Arab Emirates, 9/12/18. https://doi.org/10.1109/glocomw.2018.8644492
Kibilda J, Chun YJ, Firyaguna F, Yoo SK, DaSilva LA, Cotton S. Performance Evaluation of Millimeter-Wave Networks in the Context of Generalized Fading. In 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings. IEEE. 2019. 8644492 https://doi.org/10.1109/glocomw.2018.8644492
Kibilda, Jacek ; Chun, Young Jin ; Firyaguna, Fadhil ; Yoo, Seong Ki ; DaSilva, Luiz A ; Cotton, Simon. / Performance Evaluation of Millimeter-Wave Networks in the Context of Generalized Fading. 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings. IEEE, 2019.
@inproceedings{0fd3ac8cc7784cc7b237cc934818cd3e,
title = "Performance Evaluation of Millimeter-Wave Networks in the Context of Generalized Fading",
abstract = "Building practical models of millimeter-wave networks which encompass every possible usage scenario presents a significant challenge. To address this issue, we propose an analytical framework based on stochastic geometry to model networks that are composed of millimeter-wave nodes. Our framework utilizes κ-μ shadowed fading to bring together, in a single model, various usage cases that span both indoor and outdoor environments. We analytically derive the distribution of the signal-to-interference-and-noise-ratio for a general millimeterwave network distributed over a confined space. This allows us to explore the relationship between basic network parameters, such as node density, beamwidth, or transmit power, and the parameter space of the fading channel. Finally, we show, that when one assumes this network to be distributed over the whole Euclidean plane, its coverage can be described via remarkably simple closed-form expression.",
keywords = "Interferences, Fading Channels, Indoor Environment, Stochastic Process, Millimeter Wave",
author = "Jacek Kibilda and Chun, {Young Jin} and Fadhil Firyaguna and Yoo, {Seong Ki} and DaSilva, {Luiz A} and Simon Cotton",
year = "2019",
month = "2",
day = "21",
doi = "10.1109/glocomw.2018.8644492",
language = "English",
booktitle = "2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings",
publisher = "IEEE",

}

TY - GEN

T1 - Performance Evaluation of Millimeter-Wave Networks in the Context of Generalized Fading

AU - Kibilda, Jacek

AU - Chun, Young Jin

AU - Firyaguna, Fadhil

AU - Yoo, Seong Ki

AU - DaSilva, Luiz A

AU - Cotton, Simon

PY - 2019/2/21

Y1 - 2019/2/21

N2 - Building practical models of millimeter-wave networks which encompass every possible usage scenario presents a significant challenge. To address this issue, we propose an analytical framework based on stochastic geometry to model networks that are composed of millimeter-wave nodes. Our framework utilizes κ-μ shadowed fading to bring together, in a single model, various usage cases that span both indoor and outdoor environments. We analytically derive the distribution of the signal-to-interference-and-noise-ratio for a general millimeterwave network distributed over a confined space. This allows us to explore the relationship between basic network parameters, such as node density, beamwidth, or transmit power, and the parameter space of the fading channel. Finally, we show, that when one assumes this network to be distributed over the whole Euclidean plane, its coverage can be described via remarkably simple closed-form expression.

AB - Building practical models of millimeter-wave networks which encompass every possible usage scenario presents a significant challenge. To address this issue, we propose an analytical framework based on stochastic geometry to model networks that are composed of millimeter-wave nodes. Our framework utilizes κ-μ shadowed fading to bring together, in a single model, various usage cases that span both indoor and outdoor environments. We analytically derive the distribution of the signal-to-interference-and-noise-ratio for a general millimeterwave network distributed over a confined space. This allows us to explore the relationship between basic network parameters, such as node density, beamwidth, or transmit power, and the parameter space of the fading channel. Finally, we show, that when one assumes this network to be distributed over the whole Euclidean plane, its coverage can be described via remarkably simple closed-form expression.

KW - Interferences

KW - Fading Channels

KW - Indoor Environment

KW - Stochastic Process

KW - Millimeter Wave

UR - http://dx.doi.org/10.1109/glocomw.2018.8644492

U2 - 10.1109/glocomw.2018.8644492

DO - 10.1109/glocomw.2018.8644492

M3 - Conference proceeding

BT - 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings

PB - IEEE

ER -