DocumentCode
45598
Title
Energy-Efficient Resource Allocation for OFDMA Cellular Networks With User Cooperation and QoS Provisioning
Author
Loodaricheh, Roya Arab ; Mallick, Shankhanaad ; Bhargava, V.K.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
Volume
13
Issue
11
fYear
2014
fDate
Nov. 2014
Firstpage
6132
Lastpage
6146
Abstract
In this paper, an energy-efficient resource allocation scheme is designed for orthogonal frequency-division multiple-access cellular wireless networks with multiuser cooperation. Joint relay selection, subcarrier allocation and pairing, and power-allocation algorithms are developed with the objective of maximizing the energy efficiency of the system considering the quality-of-service requirements of the users. The optimization problem is a mixed-integer nonlinear program (MINLP), which is generally very difficult to solve in its original form. The energy efficiency metric is a fractional and nonlinear function, which complicates the problem further. We provide a novel optimization framework to solve such nonlinear and nonconvex optimization problems. The MINLP optimization problem is reformulated to a convex problem by relaxing the integer variables and by introducing the "Dinkelbach" method to tackle the nonlinear fractional objective function. We prove that our proposed solution of the relaxed problem is optimal and has integer values. Based on the dual-decomposition method, we propose a solution to the joint optimization problem, which is optimal and computationally efficient with polynomial-time complexity. Numerical results demonstrate the effectiveness of our proposed scheme.
Keywords
OFDM modulation; cellular radio; energy conservation; frequency division multiple access; integer programming; nonlinear programming; polynomial approximation; resource allocation; telecommunication power management; Dinkelbach method; MINLP; OFDMA cellular networks; QoS provisioning; dual decomposition; energy-efficient resource allocation; fractional function; integer values; mixed integer nonlinear program; multiuser cooperation; nonconvex optimization problems; nonlinear function; orthogonal frequency division multiple access; polynomial time complexity; relay selection; subcarrier allocation; subcarrier pairing; Joints; Mobile communication; Optimization; Quality of service; Relays; Resource management; Wireless communication; Energy efficiency; OFDMA; convex optimization; green communication; integer programming;
fLanguage
English
Journal_Title
Wireless Communications, IEEE Transactions on
Publisher
ieee
ISSN
1536-1276
Type
jour
DOI
10.1109/TWC.2014.2329877
Filename
6828803
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