Error performance analysis in K-tier uplink cellular networks using a stochastic geometric approach

Laila Hesham Afify; Hesham ElSawy; Tareq Y. Al-Naffouri; Mohamed Slim Alouini

doi:10.1109/ICCW.2015.7247160

Error performance analysis in K-tier uplink cellular networks using a stochastic geometric approach

Laila Hesham Afify
, Hesham ElSawy
, Tareq Y. Al-Naffouri
, Mohamed Slim Alouini

King Fahd University of Petroleum & Minerals

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

9 Scopus citations

Abstract

In this work, we develop an analytical paradigm to analyze the average symbol error probability (ASEP) performance of uplink traffic in a multi-tier cellular network. The analysis is based on the recently developed Equivalent-in-Distribution approach that utilizes stochastic geometric tools to account for the network geometry in the performance characterization. Different from the other stochastic geometry models adopted in the literature, the developed analysis accounts for important communication system parameters and goes beyond signal-to-interference-plus-noise ratio characterization. That is, the presented model accounts for the modulation scheme, constellation type, and signal recovery techniques to model the ASEP. To this end, we derive single integral expressions for the ASEP for different modulation schemes due to aggregate network interference. Finally, all theoretical findings of the paper are verified via Monte Carlo simulations.

Original language	English
Title of host publication	2015 IEEE International Conference on Communication Workshop, ICCW 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	87-93
Number of pages	7
ISBN (Electronic)	9781467363051
DOIs	https://doi.org/10.1109/ICCW.2015.7247160
State	Published - 8 Sep 2015

Publication series

Name	2015 IEEE International Conference on Communication Workshop, ICCW 2015

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

Aggregate interference distribution
equivalent-indistribution
multi-tier uplink cellular networks
per user power control
stochastic geometry

ASJC Scopus subject areas

Computer Networks and Communications

Access to Document

10.1109/ICCW.2015.7247160

Cite this

Afify, L. H., ElSawy, H., Al-Naffouri, T. Y., & Alouini, M. S. (2015). Error performance analysis in K-tier uplink cellular networks using a stochastic geometric approach. In 2015 IEEE International Conference on Communication Workshop, ICCW 2015 (pp. 87-93). Article 7247160 (2015 IEEE International Conference on Communication Workshop, ICCW 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCW.2015.7247160

Afify, Laila Hesham ; ElSawy, Hesham ; Al-Naffouri, Tareq Y. et al. / Error performance analysis in K-tier uplink cellular networks using a stochastic geometric approach. 2015 IEEE International Conference on Communication Workshop, ICCW 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 87-93 (2015 IEEE International Conference on Communication Workshop, ICCW 2015).

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abstract = "In this work, we develop an analytical paradigm to analyze the average symbol error probability (ASEP) performance of uplink traffic in a multi-tier cellular network. The analysis is based on the recently developed Equivalent-in-Distribution approach that utilizes stochastic geometric tools to account for the network geometry in the performance characterization. Different from the other stochastic geometry models adopted in the literature, the developed analysis accounts for important communication system parameters and goes beyond signal-to-interference-plus-noise ratio characterization. That is, the presented model accounts for the modulation scheme, constellation type, and signal recovery techniques to model the ASEP. To this end, we derive single integral expressions for the ASEP for different modulation schemes due to aggregate network interference. Finally, all theoretical findings of the paper are verified via Monte Carlo simulations.",

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doi = "10.1109/ICCW.2015.7247160",

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Afify, LH, ElSawy, H, Al-Naffouri, TY & Alouini, MS 2015, Error performance analysis in K-tier uplink cellular networks using a stochastic geometric approach. in 2015 IEEE International Conference on Communication Workshop, ICCW 2015., 7247160, 2015 IEEE International Conference on Communication Workshop, ICCW 2015, Institute of Electrical and Electronics Engineers Inc., pp. 87-93. https://doi.org/10.1109/ICCW.2015.7247160

Error performance analysis in K-tier uplink cellular networks using a stochastic geometric approach. / Afify, Laila Hesham; ElSawy, Hesham; Al-Naffouri, Tareq Y. et al.
2015 IEEE International Conference on Communication Workshop, ICCW 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 87-93 7247160 (2015 IEEE International Conference on Communication Workshop, ICCW 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Afify, Laila Hesham

AU - ElSawy, Hesham

AU - Al-Naffouri, Tareq Y.

AU - Alouini, Mohamed Slim

PY - 2015/9/8

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N2 - In this work, we develop an analytical paradigm to analyze the average symbol error probability (ASEP) performance of uplink traffic in a multi-tier cellular network. The analysis is based on the recently developed Equivalent-in-Distribution approach that utilizes stochastic geometric tools to account for the network geometry in the performance characterization. Different from the other stochastic geometry models adopted in the literature, the developed analysis accounts for important communication system parameters and goes beyond signal-to-interference-plus-noise ratio characterization. That is, the presented model accounts for the modulation scheme, constellation type, and signal recovery techniques to model the ASEP. To this end, we derive single integral expressions for the ASEP for different modulation schemes due to aggregate network interference. Finally, all theoretical findings of the paper are verified via Monte Carlo simulations.

AB - In this work, we develop an analytical paradigm to analyze the average symbol error probability (ASEP) performance of uplink traffic in a multi-tier cellular network. The analysis is based on the recently developed Equivalent-in-Distribution approach that utilizes stochastic geometric tools to account for the network geometry in the performance characterization. Different from the other stochastic geometry models adopted in the literature, the developed analysis accounts for important communication system parameters and goes beyond signal-to-interference-plus-noise ratio characterization. That is, the presented model accounts for the modulation scheme, constellation type, and signal recovery techniques to model the ASEP. To this end, we derive single integral expressions for the ASEP for different modulation schemes due to aggregate network interference. Finally, all theoretical findings of the paper are verified via Monte Carlo simulations.

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Afify LH, ElSawy H, Al-Naffouri TY, Alouini MS. Error performance analysis in K-tier uplink cellular networks using a stochastic geometric approach. In 2015 IEEE International Conference on Communication Workshop, ICCW 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 87-93. 7247160. (2015 IEEE International Conference on Communication Workshop, ICCW 2015). doi: 10.1109/ICCW.2015.7247160

Error performance analysis in K-tier uplink cellular networks using a stochastic geometric approach

Abstract

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Keywords

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