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Social-aware joint mode selection and link allocation for device-to-device communication underlaying cellular networks

机译:支持蜂窝网络的设备间通信的社交感知联合模式选择和链路分配

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摘要

Joint mode selection and link allocation are crucial to achieve the advantage of Device-to-Device (D2D) communications in improving spectral efficiency. In practice, cellular users tend to not be totally altruistic or absolutely selfish. How to stimulate them to devote their links and how to allocate their links to D2D pair candidates efficiently are two main challenges. In this paper, we encourage cellular users through the variable payment with regard to the social tie strength between cellular users and D2D pair candidates. In particular, the social tie strength is inferred through a graph inference model and its impact on the payment is quantified as a negative exponential function. Then, we propose a resource scheduling optimization model based on the non-transferable utility coalition formation game, and a distributed coalition formation algorithm based on the Pareto preference and merge-and-split rule. From them, the final coalition structure is obtained, which reflects the strategy of mode selection and link allocation. Numerical results are presented to verify the effectiveness of our proposed scheme.
机译:联合模式选择和链路分配对于实现设备对设备(D2D)通信在提高频谱效率方面的优势至关重要。在实践中,蜂窝用户往往不会完全无私或绝对自私。如何激励他们投入链接,以及如何有效地将其链接分配给D2D对候选人是两个主要挑战。在本文中,我们通过关于蜂窝用户与D2D对候选人之间的社交联系强度的可变支付方式来鼓励蜂窝用户。尤其是,通过图表推断模型来推断社交联系强度,并将其对支付的影响量化为负指数函数。然后,提出了一种基于不可转让效用联盟形成博弈的资源调度优化模型,以及一种基于帕累托偏好和合并与分割规则的分布式联盟形成算法。从中获得最终的联盟结构,该结构反映了模式选择和链路分配的策略。数值结果表明了所提出方案的有效性。

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