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Multi-Objective Optimization in 5G Hybrid Networks

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Multi-Objective Optimization in 5G Hybrid Networks. / Omar, Muhammad Shahmeer; Hassan, Syed Ali; Pervaiz, Haris; Ni, Qiang; Musavian, Leila; Mumtaz, Shahid; Dobre, Octavia A.

In: IEEE Internet of Things Journal, Vol. 5, No. 3, 01.06.2018, p. 1588-1597.

Research output: Contribution to journalJournal article

Harvard

Omar, MS, Hassan, SA, Pervaiz, H, Ni, Q, Musavian, L, Mumtaz, S & Dobre, OA 2018, 'Multi-Objective Optimization in 5G Hybrid Networks', IEEE Internet of Things Journal, vol. 5, no. 3, pp. 1588-1597. https://doi.org/10.1109/JIOT.2017.2788362

APA

Omar, M. S., Hassan, S. A., Pervaiz, H., Ni, Q., Musavian, L., Mumtaz, S., & Dobre, O. A. (2018). Multi-Objective Optimization in 5G Hybrid Networks. IEEE Internet of Things Journal, 5(3), 1588-1597. https://doi.org/10.1109/JIOT.2017.2788362

Vancouver

Omar MS, Hassan SA, Pervaiz H, Ni Q, Musavian L, Mumtaz S et al. Multi-Objective Optimization in 5G Hybrid Networks. IEEE Internet of Things Journal. 2018 Jun 1;5(3):1588-1597. https://doi.org/10.1109/JIOT.2017.2788362

Author

Omar, Muhammad Shahmeer ; Hassan, Syed Ali ; Pervaiz, Haris ; Ni, Qiang ; Musavian, Leila ; Mumtaz, Shahid ; Dobre, Octavia A. / Multi-Objective Optimization in 5G Hybrid Networks. In: IEEE Internet of Things Journal. 2018 ; Vol. 5, No. 3. pp. 1588-1597.

Bibtex

@article{5acb966db0be48ceb939a88ac86f5be9,
title = "Multi-Objective Optimization in 5G Hybrid Networks",
abstract = "The increasing adoption of the internet of things (IoT) has led to the need for systems with higher spectral and energy efficiency (SE and EE) in order to enable communication. Larger data rate demands had led researchers to look at millimeter wave (mmWave) bands to boost network rates. This paper investigates the downlink performance of a three-tier heterogeneous network (HetNet) that consists of sub-6 GHz macrocells overlaid with small cells operating on both the mmWave and sub-6 GHz bands. A model is developed using tools from stochastic geometry to analyze the coverage, rate, ASE and EE of such a network. Various deployment strategies and their impacts on the considered metrics are studied. Simulation results are used to verify the validity of the proposed model.",
author = "Omar, {Muhammad Shahmeer} and Hassan, {Syed Ali} and Haris Pervaiz and Qiang Ni and Leila Musavian and Shahid Mumtaz and Dobre, {Octavia A.}",
year = "2018",
month = jun
day = "1",
doi = "10.1109/JIOT.2017.2788362",
language = "English",
volume = "5",
pages = "1588--1597",
journal = "IEEE Internet of Things Journal",
issn = "2327-4662",
publisher = "IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC",
number = "3",

}

RIS

TY - JOUR

T1 - Multi-Objective Optimization in 5G Hybrid Networks

AU - Omar, Muhammad Shahmeer

AU - Hassan, Syed Ali

AU - Pervaiz, Haris

AU - Ni, Qiang

AU - Musavian, Leila

AU - Mumtaz, Shahid

AU - Dobre, Octavia A.

PY - 2018/6/1

Y1 - 2018/6/1

N2 - The increasing adoption of the internet of things (IoT) has led to the need for systems with higher spectral and energy efficiency (SE and EE) in order to enable communication. Larger data rate demands had led researchers to look at millimeter wave (mmWave) bands to boost network rates. This paper investigates the downlink performance of a three-tier heterogeneous network (HetNet) that consists of sub-6 GHz macrocells overlaid with small cells operating on both the mmWave and sub-6 GHz bands. A model is developed using tools from stochastic geometry to analyze the coverage, rate, ASE and EE of such a network. Various deployment strategies and their impacts on the considered metrics are studied. Simulation results are used to verify the validity of the proposed model.

AB - The increasing adoption of the internet of things (IoT) has led to the need for systems with higher spectral and energy efficiency (SE and EE) in order to enable communication. Larger data rate demands had led researchers to look at millimeter wave (mmWave) bands to boost network rates. This paper investigates the downlink performance of a three-tier heterogeneous network (HetNet) that consists of sub-6 GHz macrocells overlaid with small cells operating on both the mmWave and sub-6 GHz bands. A model is developed using tools from stochastic geometry to analyze the coverage, rate, ASE and EE of such a network. Various deployment strategies and their impacts on the considered metrics are studied. Simulation results are used to verify the validity of the proposed model.

U2 - 10.1109/JIOT.2017.2788362

DO - 10.1109/JIOT.2017.2788362

M3 - Journal article

VL - 5

SP - 1588

EP - 1597

JO - IEEE Internet of Things Journal

JF - IEEE Internet of Things Journal

SN - 2327-4662

IS - 3

ER -