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Unified and Distributed QoS-Driven Cell Association Algorithms in Heterogeneous Networks

机译:异构网络中的统一和分布式QoS驱动的小区关联算法

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摘要

This paper addresses the cell association problem in the downlink of amulti-tier heterogeneous network (HetNet), where base stations (BSs) havefinite number of resource blocks (RBs) available to distribute among theirassociated users. Two problems are defined and treated in this paper: sumutility of long term rate maximization with long term rate quality of service(QoS) constraints, and global outage probability minimization with outage QoSconstraints. The first problem is well-suited for low mobility environments,while the second problem provides a framework to deal with environments withfast fading. The defined optimization problems in this paper are solved in twophases: cell association phase followed by the optional RB distribution phase.We show that the cell association phase of both problems have the samestructure. Based on this similarity, we propose a unified distributed algorithmwith low levels of message passing to for the cell association phase. Thisdistributed algorithm is derived by relaxing the association constraints andusing Lagrange dual decomposition method. In the RB distribution phase, theremaining RBs after the cell association phase are distributed among the users.Simulation results show the superiority of our distributed cell associationscheme compared to schemes that are based on maximum signal to interferenceplus noise ratio (SINR).
机译:本文解决了多层异构网络(HetNet)的下行链路中的小区关联问题,其中基站(BS)具有有限数量的资源块(RB)可用于在关联用户之间分配。本文定义并处理了两个问题:具有长期速率服务质量(QoS)约束的长期速率最大化的实用性,以及具有中断QoS约束的全局中断概率最小化。第一个问题非常适合于低移动性环境,而第二个问题提供了一个框架来处理快速衰落的环境。本文中定义的优化问题分两个阶段解决:单元关联阶段,然后是可选的RB分布阶段。我们证明,这两个问题的单元关联阶段具有相同的结构。基于这种相似性,我们提出了一种统一的分布式算法,在单元关联阶段具有低水平的消息传递。该分布算法是通过放宽关联约束并使用拉格朗日对偶分解方法得出的。在RB分配阶段,小区关联阶段之后剩余的RB被分配给用户。仿真结果表明,与基于最大信噪比(SINR)的方案相比,我们的分布式小区关联方案具有优越性。

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