Utility Proportional Fairness Resource Allocation with Carrier Aggregation in 4G-LTE

Haya Shajaiah, A. Abdel-Hadi, T. Clancy
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引用次数: 59

Abstract

In this paper, we consider a resource allocation optimization problem with carrier aggregation in fourth generation long term evolution (4G-LTE). In our proposed model, each user equipment (UE) is assigned a utility function that represents the application type running on the UE. Our objective is to allocate the resources from two carriers to each user based on its application that is represented by the utility function assigned to that user. We consider two groups of users, one with elastic traffic and the other with inelastic traffic. Each user is guaranteed a minimum resource allocation. In addition, a priority resource allocation is given to the UEs running adaptive real time applications. We prove that the optimal rate allocated to each UE by the single carrier resource allocation optimization problem is equivalent to the aggregated optimal rates allocated to the same user by the primary and secondary carriers when their total resources is equivalent to the single carrier resources. Our goal is to guarantee a minimum quality of service (QoS) that varies based on the user application type. We present a carrier aggregation rate allocation algorithm to allocate two carriers resources optimally among users. Finally we present simulation results with the carrier aggregation rate allocation algorithm.
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4G-LTE载波聚合下的效用比例公平资源分配
在本文中,我们考虑了第四代长期演进(4G-LTE)中载波聚合的资源分配优化问题。在我们提出的模型中,每个用户设备(UE)被分配一个实用程序函数,该函数表示在UE上运行的应用程序类型。我们的目标是根据分配给该用户的效用函数所表示的应用程序,将两个运营商的资源分配给每个用户。我们考虑两组用户,一组具有弹性流量,另一组具有非弹性流量。保证每个用户都有最小的资源分配。此外,将优先资源分配给运行自适应实时应用程序的终端。我们证明了单载波资源分配优化问题分配给每个UE的最优速率等于主、次载波总资源等于单载波资源时分配给同一用户的最优速率的总和。我们的目标是保证基于用户应用程序类型的最低服务质量(QoS)。提出了一种载波聚合速率分配算法,实现了两个载波资源在用户间的最优分配。最后给出了载波聚合速率分配算法的仿真结果。
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