Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi

Mine Ardanuc; Mehmet Basaran; Lutfiye Durak-Ata

doi:10.1109/SIU.2019.8806459

Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi

Translated title of the contribution: Energy efficient base station deployment in ultra dense heterogeneous networks via poisson hole process

Mine Ardanuc, Mehmet Basaran, Lutfiye Durak-Ata

Informatics Institute

Istanbul Technical University

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

3 Citations (Scopus)

Abstract

In recent years, stochastic geometry tools have been widely used for the deployment of base stations (BSs) in ultradense multi-tier heterogeneous networks. One of these tools, the independent Poisson point process (PPP), is favored due to its tractability, but in reality, the BSs are not completely independent of each other within tier and across tiers. In this study, a two-tier cellular network model including macro and pico base stations (MBSs and PBSs), is proposed. In this model, MBSs are distributed based on the PPP, while the PBSs are deployed according to the Poisson hole process. Then, the effect of the deployment and the density of BSs on energy efficiency are investigated. The minimum achievable data rate for each layer is formulated and the minimum achievable throughput for the entire cellular network is obtained. Through the optimized BS distribution, it is shown with simulations that energy efficiency can be maximized.

Translated title of the contribution	Energy efficient base station deployment in ultra dense heterogeneous networks via poisson hole process
Original language	Turkish
Title of host publication	27th Signal Processing and Communications Applications Conference, SIU 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728119045
DOIs	https://doi.org/10.1109/SIU.2019.8806459
Publication status	Published - Apr 2019
Event	27th Signal Processing and Communications Applications Conference, SIU 2019 - Sivas, Turkey Duration: 24 Apr 2019 → 26 Apr 2019

Publication series

Name	27th Signal Processing and Communications Applications Conference, SIU 2019

Conference

Conference	27th Signal Processing and Communications Applications Conference, SIU 2019
Country/Territory	Turkey
City	Sivas
Period	24/04/19 → 26/04/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/SIU.2019.8806459

Cite this

Ardanuc, M., Basaran, M., & Durak-Ata, L. (2019). Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi. In 27th Signal Processing and Communications Applications Conference, SIU 2019 Article 8806459 (27th Signal Processing and Communications Applications Conference, SIU 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2019.8806459

Ardanuc, Mine ; Basaran, Mehmet ; Durak-Ata, Lutfiye. / Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi. 27th Signal Processing and Communications Applications Conference, SIU 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (27th Signal Processing and Communications Applications Conference, SIU 2019).

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abstract = "In recent years, stochastic geometry tools have been widely used for the deployment of base stations (BSs) in ultradense multi-tier heterogeneous networks. One of these tools, the independent Poisson point process (PPP), is favored due to its tractability, but in reality, the BSs are not completely independent of each other within tier and across tiers. In this study, a two-tier cellular network model including macro and pico base stations (MBSs and PBSs), is proposed. In this model, MBSs are distributed based on the PPP, while the PBSs are deployed according to the Poisson hole process. Then, the effect of the deployment and the density of BSs on energy efficiency are investigated. The minimum achievable data rate for each layer is formulated and the minimum achievable throughput for the entire cellular network is obtained. Through the optimized BS distribution, it is shown with simulations that energy efficiency can be maximized.",

keywords = "Energy efficiency, Poisson hole process, Stochastic geometry, Ultra dense heterogeneous networks",

author = "Mine Ardanuc and Mehmet Basaran and Lutfiye Durak-Ata",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 27th Signal Processing and Communications Applications Conference, SIU 2019 ; Conference date: 24-04-2019 Through 26-04-2019",

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Ardanuc, M, Basaran, M & Durak-Ata, L 2019, Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi. in 27th Signal Processing and Communications Applications Conference, SIU 2019., 8806459, 27th Signal Processing and Communications Applications Conference, SIU 2019, Institute of Electrical and Electronics Engineers Inc., 27th Signal Processing and Communications Applications Conference, SIU 2019, Sivas, Turkey, 24/04/19. https://doi.org/10.1109/SIU.2019.8806459

Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi. / Ardanuc, Mine; Basaran, Mehmet; Durak-Ata, Lutfiye.
27th Signal Processing and Communications Applications Conference, SIU 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8806459 (27th Signal Processing and Communications Applications Conference, SIU 2019).

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

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T1 - Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi

AU - Ardanuc, Mine

AU - Basaran, Mehmet

AU - Durak-Ata, Lutfiye

PY - 2019/4

Y1 - 2019/4

N2 - In recent years, stochastic geometry tools have been widely used for the deployment of base stations (BSs) in ultradense multi-tier heterogeneous networks. One of these tools, the independent Poisson point process (PPP), is favored due to its tractability, but in reality, the BSs are not completely independent of each other within tier and across tiers. In this study, a two-tier cellular network model including macro and pico base stations (MBSs and PBSs), is proposed. In this model, MBSs are distributed based on the PPP, while the PBSs are deployed according to the Poisson hole process. Then, the effect of the deployment and the density of BSs on energy efficiency are investigated. The minimum achievable data rate for each layer is formulated and the minimum achievable throughput for the entire cellular network is obtained. Through the optimized BS distribution, it is shown with simulations that energy efficiency can be maximized.

AB - In recent years, stochastic geometry tools have been widely used for the deployment of base stations (BSs) in ultradense multi-tier heterogeneous networks. One of these tools, the independent Poisson point process (PPP), is favored due to its tractability, but in reality, the BSs are not completely independent of each other within tier and across tiers. In this study, a two-tier cellular network model including macro and pico base stations (MBSs and PBSs), is proposed. In this model, MBSs are distributed based on the PPP, while the PBSs are deployed according to the Poisson hole process. Then, the effect of the deployment and the density of BSs on energy efficiency are investigated. The minimum achievable data rate for each layer is formulated and the minimum achievable throughput for the entire cellular network is obtained. Through the optimized BS distribution, it is shown with simulations that energy efficiency can be maximized.

KW - Energy efficiency

KW - Poisson hole process

KW - Stochastic geometry

KW - Ultra dense heterogeneous networks

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M3 - Konferans katkısı

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T3 - 27th Signal Processing and Communications Applications Conference, SIU 2019

BT - 27th Signal Processing and Communications Applications Conference, SIU 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 27th Signal Processing and Communications Applications Conference, SIU 2019

Y2 - 24 April 2019 through 26 April 2019

ER -

Ardanuc M, Basaran M, Durak-Ata L. Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi. In 27th Signal Processing and Communications Applications Conference, SIU 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8806459. (27th Signal Processing and Communications Applications Conference, SIU 2019). doi: 10.1109/SIU.2019.8806459

Aşiri Yoǧun Heterojen Aǧlarda Poisson Boşluk Sureci ile Enerji Verimli Baz Istasyonu Yerleşimi

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Bibliographical note

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