Base Station Cooperation in Millimeter Wave Cellular Networks

Performance Enhancement of Cell-Edge Users

Hui Ming Wang, Ke Wen Huang, Theodoros Tsiftsis

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

Millimeter wave (mmWave) signals are much more sensitive to blockage, which results in a significant increase of the outage probability, especially for the users at the edge of the cells. In this paper, we exploit the technique of base station (BS) cooperation to improve the performance of the cell-edge users in the downlink transmission of mmWave cellular networks. We design two cooperative schemes, which are referred to as fixed-number BS cooperation (FNC) scheme and fixed-region BS cooperation (FRC) scheme, respectively. In FNC scheme, the cooperative BSs consist of the M nearest BSs around the served cell-edge users, and in FRC scheme, the cooperative BSs include all the BSs located within a given region. We derive the expressions for the average rate and outage probability of a typical cell-edge user located at the origin based on the stochastic geometry framework. To reduce the computational complexity of our analytical results for the outage probability, we further propose a Gamma approximation based method to provide approximations with satisfying accuracy. Our analytical results incorporate the critical characteristics of mmWave channels, i.e., the blockage effects, the different path loss of LOS and NLOS links and the highly directional antenna arrays. Simulation results show that the performance of the cell-edge users is greatly improved when mmWave networks are combined with the technique of BS cooperation.

Original languageEnglish
JournalIEEE Transactions on Communications
DOIs
Publication statusAccepted/In press - Jun 18 2018

Fingerprint

Network performance
Millimeter waves
Base stations
Outages
Antenna arrays
Computational complexity
Geometry

Keywords

  • average rate
  • base station cooperation
  • Cellular networks
  • cellular networks
  • Downlink
  • Geometry
  • Millimeter wave
  • outage probability
  • Power system reliability
  • Probability
  • Signal to noise ratio
  • stochastic geometry
  • Stochastic processes

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Base Station Cooperation in Millimeter Wave Cellular Networks : Performance Enhancement of Cell-Edge Users. / Wang, Hui Ming; Huang, Ke Wen; Tsiftsis, Theodoros.

In: IEEE Transactions on Communications, 18.06.2018.

Research output: Contribution to journalArticle

@article{7c830f9ad0134657a1163be216be7097,
title = "Base Station Cooperation in Millimeter Wave Cellular Networks: Performance Enhancement of Cell-Edge Users",
abstract = "Millimeter wave (mmWave) signals are much more sensitive to blockage, which results in a significant increase of the outage probability, especially for the users at the edge of the cells. In this paper, we exploit the technique of base station (BS) cooperation to improve the performance of the cell-edge users in the downlink transmission of mmWave cellular networks. We design two cooperative schemes, which are referred to as fixed-number BS cooperation (FNC) scheme and fixed-region BS cooperation (FRC) scheme, respectively. In FNC scheme, the cooperative BSs consist of the M nearest BSs around the served cell-edge users, and in FRC scheme, the cooperative BSs include all the BSs located within a given region. We derive the expressions for the average rate and outage probability of a typical cell-edge user located at the origin based on the stochastic geometry framework. To reduce the computational complexity of our analytical results for the outage probability, we further propose a Gamma approximation based method to provide approximations with satisfying accuracy. Our analytical results incorporate the critical characteristics of mmWave channels, i.e., the blockage effects, the different path loss of LOS and NLOS links and the highly directional antenna arrays. Simulation results show that the performance of the cell-edge users is greatly improved when mmWave networks are combined with the technique of BS cooperation.",
keywords = "average rate, base station cooperation, Cellular networks, cellular networks, Downlink, Geometry, Millimeter wave, outage probability, Power system reliability, Probability, Signal to noise ratio, stochastic geometry, Stochastic processes",
author = "Wang, {Hui Ming} and Huang, {Ke Wen} and Theodoros Tsiftsis",
year = "2018",
month = "6",
day = "18",
doi = "10.1109/TCOMM.2018.2848910",
language = "English",
journal = "IEEE Transactions on Communications",
issn = "0096-1965",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - JOUR

T1 - Base Station Cooperation in Millimeter Wave Cellular Networks

T2 - Performance Enhancement of Cell-Edge Users

AU - Wang, Hui Ming

AU - Huang, Ke Wen

AU - Tsiftsis, Theodoros

PY - 2018/6/18

Y1 - 2018/6/18

N2 - Millimeter wave (mmWave) signals are much more sensitive to blockage, which results in a significant increase of the outage probability, especially for the users at the edge of the cells. In this paper, we exploit the technique of base station (BS) cooperation to improve the performance of the cell-edge users in the downlink transmission of mmWave cellular networks. We design two cooperative schemes, which are referred to as fixed-number BS cooperation (FNC) scheme and fixed-region BS cooperation (FRC) scheme, respectively. In FNC scheme, the cooperative BSs consist of the M nearest BSs around the served cell-edge users, and in FRC scheme, the cooperative BSs include all the BSs located within a given region. We derive the expressions for the average rate and outage probability of a typical cell-edge user located at the origin based on the stochastic geometry framework. To reduce the computational complexity of our analytical results for the outage probability, we further propose a Gamma approximation based method to provide approximations with satisfying accuracy. Our analytical results incorporate the critical characteristics of mmWave channels, i.e., the blockage effects, the different path loss of LOS and NLOS links and the highly directional antenna arrays. Simulation results show that the performance of the cell-edge users is greatly improved when mmWave networks are combined with the technique of BS cooperation.

AB - Millimeter wave (mmWave) signals are much more sensitive to blockage, which results in a significant increase of the outage probability, especially for the users at the edge of the cells. In this paper, we exploit the technique of base station (BS) cooperation to improve the performance of the cell-edge users in the downlink transmission of mmWave cellular networks. We design two cooperative schemes, which are referred to as fixed-number BS cooperation (FNC) scheme and fixed-region BS cooperation (FRC) scheme, respectively. In FNC scheme, the cooperative BSs consist of the M nearest BSs around the served cell-edge users, and in FRC scheme, the cooperative BSs include all the BSs located within a given region. We derive the expressions for the average rate and outage probability of a typical cell-edge user located at the origin based on the stochastic geometry framework. To reduce the computational complexity of our analytical results for the outage probability, we further propose a Gamma approximation based method to provide approximations with satisfying accuracy. Our analytical results incorporate the critical characteristics of mmWave channels, i.e., the blockage effects, the different path loss of LOS and NLOS links and the highly directional antenna arrays. Simulation results show that the performance of the cell-edge users is greatly improved when mmWave networks are combined with the technique of BS cooperation.

KW - average rate

KW - base station cooperation

KW - Cellular networks

KW - cellular networks

KW - Downlink

KW - Geometry

KW - Millimeter wave

KW - outage probability

KW - Power system reliability

KW - Probability

KW - Signal to noise ratio

KW - stochastic geometry

KW - Stochastic processes

UR - http://www.scopus.com/inward/record.url?scp=85048892114&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85048892114&partnerID=8YFLogxK

U2 - 10.1109/TCOMM.2018.2848910

DO - 10.1109/TCOMM.2018.2848910

M3 - Article

JO - IEEE Transactions on Communications

JF - IEEE Transactions on Communications

SN - 0096-1965

ER -