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Hierarchical Cooperation for Operator-Controlled Device-to-Device Communications: A Layered Coalitional Game Approach

机译:操作员控制的设备到设备的分层协作   沟通:分层联盟游戏方法

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摘要

Device-to-Device (D2D) communications, which allow direct communication amongmobile devices, have been proposed as an enabler of local services in 3GPPLTE-Advanced (LTE-A) cellular networks. This work investigates a hierarchicalLTE-A network framework consisting of multiple D2D operators at the upper layerand a group of devices at the lower layer. We propose a cooperative model thatallows the operators to improve their utility in terms of revenue by sharingtheir devices, and the devices to improve their payoff in terms of end-to-endthroughput by collaboratively performing multi-path routing. To helpunderstanding the interaction among operators and devices, we present agame-theoretic framework to model the cooperation behavior, and further, wepropose a layered coalitional game (LCG) to address the decision makingproblems among them. Specifically, the cooperation of operators is modeled asan overlapping coalition formation game (CFG) in a partition form, in whichoperators should form a stable coalitional structure. Moreover, the cooperationof devices is modeled as a coalitional graphical game (CGG), in which devicesestablish links among each other to form a stable network structure formulti-path routing.We adopt the extended recursive core, and Nash network, asthe stability concept for the proposed CFG and CGG, respectively. Numericalresults demonstrate that the proposed LCG yields notable gains compared to boththe non-cooperative case and a LCG variant and achieves good convergence speed.
机译:已经提出了允许移动设备之间直接通信的设备到设备(D2D)通信,作为3GPPLTE-Advanced(LTE-A)蜂窝网络中本地服务的使能器。这项工作研究了一个分层的LTE-A网络框架,该框架由上层的多个D2D运营商和下层的一组设备组成。我们提出了一种合作模型,该模型允许运营商通过共享其设备来提高其收益,并通过协作执行多路径路由来提高端到端吞吐量方面的收益。为了帮助理解操作员和设备之间的交互,我们提出了一个博弈论框架来对协作行为进行建模,此外,我们提出了一个分层联盟博弈(LCG)来解决它们之间的决策问题。具体来说,运营商的合作被建模为分区形式的重叠联盟形成博弈(CFG),其中运营商应形成稳定的联盟结构。此外,设备的协作被建模为联合图形游戏(CGG),其中设备之间相互建立链接,以形成用于多路径路由的稳定网络结构。我们采用扩展递归核心和Nash网络作为网络的稳定性概念。分别提出了CFG和CGG。数值结果表明,与非合作案例和LCG变体相比,拟议的LCG都有显着收益,并且收敛速度很快。

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