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Decoupled uplink/downlink user association in HetNets: A matching with contracts approach

机译:HetNets中的解耦上行链路/下行链路用户关联:与合同方法匹配

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摘要

In light of the prevalent trend towards dense HetNets, the conventional coupled user association, where mobile device uses the same base station (BS) for both uplink and downlink traffic, is being questioned and the alternative and moregeneral downlink/uplink decoupling paradigm is emerging. We focus on designing an effective user association mechanism for HetNets with downlink/uplink decoupling, which has started to receive more attention. We use a combination of matching theory and stochastic geometry. We model theproblem as a matching with contracts game by drawing an analogy with the hospital-doctor matching problem. In our model, we use stochastic geometry to derive a closed-form expression for matching utility function. Our model captures different objectives between users in the uplink/downlink directionsand also from the perspective of BSs. Based on this game model, we present a matching algorithm for decoupled uplink/downlink user association that results in a stable allocation. Simulation results demonstrate that our approach provides close-to-optimal performance, and significant gains over alternative approaches for user association in the decoupled context as well as the traditional coupled user association; these gains are a result of the holistic nature of our approachthat accounts for the additional cost associated with decoupling and inter-dependence between uplink and downlink associations. Our work is also the first in the wireless communications domain to employ matching with contracts approach.
机译:鉴于流行的趋势是密集的HetNet,移动设备使用相同的基站(BS)进行上行链路和下行链路通信的传统耦合用户协会正在受到质疑,并且出现了替代的,更通用的下行链路/上行链路解耦范例。我们专注于为具有下行链路/上行链路解耦功能的HetNets设计有效的用户关联机制,该机制已开始受到更多关注。我们结合了匹配理论和随机几何。通过与医院-医生匹配问题进行类比,我们将该问题建模为与合同博弈的匹配。在我们的模型中,我们使用随机几何来导出闭合形式的表达式以匹配效用函数。我们的模型从上行链路/下行链路方向以及从基站的角度捕获了用户之间的不同目标。基于此游戏模型,我们提出了一种用于解耦的上行链路/下行链路用户关联的匹配算法,可实现稳定的分配。仿真结果表明,我们的方法提供了接近最佳的性能,并且在去耦上下文中以及传统的耦合用户关联中,与用户关联的替代方法相比,具有明显的优势;这些收益是我们方法整体性的结果,该方法考虑了与上行链路和下行链路关联之间的解耦和相互依赖性相关的额外成本。我们的工作也是无线通信领域中第一个采用合同匹配方法的工作。

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