Energy efficiency based joint cell selection and power allocation scheme for HetNets

Heterogeneous networks (HetNets) composed of overlapped cells with different sizes are expected to improve the transmission performance of data service significantly. User equipments (UEs) in the overlapped area of multiple cells might be able to access various base stations (BSs) of the cells, resu...

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Main Authors: Kwabena Kobia Mensah, Rong Chai, Denis Bilibashi, Feifei Gao
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2016-11-01
Series:Digital Communications and Networks
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352864816301055
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spelling doaj-d1a4340b31244ba59b6da73cfe34a9022021-03-02T04:55:11ZengKeAi Communications Co., Ltd.Digital Communications and Networks2352-86482016-11-012418419010.1016/j.dcan.2016.11.004Energy efficiency based joint cell selection and power allocation scheme for HetNetsKwabena Kobia Mensah0Rong Chai1Denis Bilibashi2Feifei Gao3Key Lab of Mobile Communication Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR ChinaKey Lab of Mobile Communication Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR ChinaKey Lab of Mobile Communication Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR ChinaDepartment of Automation, Tsinghua University, PR ChinaHeterogeneous networks (HetNets) composed of overlapped cells with different sizes are expected to improve the transmission performance of data service significantly. User equipments (UEs) in the overlapped area of multiple cells might be able to access various base stations (BSs) of the cells, resulting in various transmission performances due to cell heterogeneity. Hence, designing optimal cell selection scheme is of particular importance for it may affect user quality of service (QoS) and network performance significantly. In this paper, we jointly consider cell selection and transmit power allocation problem in a HetNet consisting of multiple cells. For a single UE case, we formulate the energy efficiency of the UE, and propose an energy efficient optimization scheme which selects the optimal cell corresponding to the maximum energy efficiency of the UE. The problem is then extended to multiple UEs case. To achieve joint performance optimization of all the UEs, we formulate an optimization problem with the objective of maximizing the sum energy efficiency of UEs subject to QoS and power constraints. The formulated nonlinear fractional optimization problem is equivalently transformed into two subproblems, i.e., power allocation subproblem of each UE-cell pair, and cell selection subproblem of UEs. The two subproblems are solved respectively through applying Lagrange dual method and Kuhn–Munkres (K-M) algorithm. Numerical results demonstrate the efficiency of the proposed algorithm.http://www.sciencedirect.com/science/article/pii/S2352864816301055Energy efficiencyHetNetsCellular networkKuhn–MunkresLagrange
collection DOAJ
language English
format Article
sources DOAJ
author Kwabena Kobia Mensah
Rong Chai
Denis Bilibashi
Feifei Gao
spellingShingle Kwabena Kobia Mensah
Rong Chai
Denis Bilibashi
Feifei Gao
Energy efficiency based joint cell selection and power allocation scheme for HetNets
Digital Communications and Networks
Energy efficiency
HetNets
Cellular network
Kuhn–Munkres
Lagrange
author_facet Kwabena Kobia Mensah
Rong Chai
Denis Bilibashi
Feifei Gao
author_sort Kwabena Kobia Mensah
title Energy efficiency based joint cell selection and power allocation scheme for HetNets
title_short Energy efficiency based joint cell selection and power allocation scheme for HetNets
title_full Energy efficiency based joint cell selection and power allocation scheme for HetNets
title_fullStr Energy efficiency based joint cell selection and power allocation scheme for HetNets
title_full_unstemmed Energy efficiency based joint cell selection and power allocation scheme for HetNets
title_sort energy efficiency based joint cell selection and power allocation scheme for hetnets
publisher KeAi Communications Co., Ltd.
series Digital Communications and Networks
issn 2352-8648
publishDate 2016-11-01
description Heterogeneous networks (HetNets) composed of overlapped cells with different sizes are expected to improve the transmission performance of data service significantly. User equipments (UEs) in the overlapped area of multiple cells might be able to access various base stations (BSs) of the cells, resulting in various transmission performances due to cell heterogeneity. Hence, designing optimal cell selection scheme is of particular importance for it may affect user quality of service (QoS) and network performance significantly. In this paper, we jointly consider cell selection and transmit power allocation problem in a HetNet consisting of multiple cells. For a single UE case, we formulate the energy efficiency of the UE, and propose an energy efficient optimization scheme which selects the optimal cell corresponding to the maximum energy efficiency of the UE. The problem is then extended to multiple UEs case. To achieve joint performance optimization of all the UEs, we formulate an optimization problem with the objective of maximizing the sum energy efficiency of UEs subject to QoS and power constraints. The formulated nonlinear fractional optimization problem is equivalently transformed into two subproblems, i.e., power allocation subproblem of each UE-cell pair, and cell selection subproblem of UEs. The two subproblems are solved respectively through applying Lagrange dual method and Kuhn–Munkres (K-M) algorithm. Numerical results demonstrate the efficiency of the proposed algorithm.
topic Energy efficiency
HetNets
Cellular network
Kuhn–Munkres
Lagrange
url http://www.sciencedirect.com/science/article/pii/S2352864816301055
work_keys_str_mv AT kwabenakobiamensah energyefficiencybasedjointcellselectionandpowerallocationschemeforhetnets
AT rongchai energyefficiencybasedjointcellselectionandpowerallocationschemeforhetnets
AT denisbilibashi energyefficiencybasedjointcellselectionandpowerallocationschemeforhetnets
AT feifeigao energyefficiencybasedjointcellselectionandpowerallocationschemeforhetnets
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