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Distributed Resource Allocation in Device-to-Device Enhanced Cellular Networks

机译:设备到设备增强型蜂窝网络中的分布式资源分配   网络

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摘要

Cellular network performance can significantly benefit from directdevice-to-device (D2D) communication, but interference from cochannel D2Dcommunication limits the performance gain. In hybrid networks consisting of D2Dand cellular links, finding the optimal interference management is challenging.In particular, we show that the problem of maximizing network throughput whileguaranteeing predefined service levels to cellular users is non- convex andhence intractable. Instead, we adopt a distributed approach that iscomputationally extremely efficient, and requires minimal coordination,communication and cooperation among the nodes. The key algorithmic idea is asignaling mechanism that can be seen as a fictional pricing mechanism, that thebase stations optimize and transmit to the D2D users, who then play a bestresponse (i.e., selfishly) to this signal. Numerical results show that ouralgorithms converge quickly, have low overhead, and achieve a significantthroughput gain, while maintaining the quality of cellular links at apredefined service level.
机译:蜂窝网络性能可以从直接设备到设备(D2D)通信中显着受益,但是来自同信道D2D通信的干扰限制了性能增益。在由D2D和蜂窝链路组成的混合网络中,寻找最佳的干扰管理是一项挑战。特别是,我们证明了在保证蜂窝用户的预定义服务水平的同时最大化网络吞吐量的问题是非凸性的,因此很难解决。相反,我们采用了一种分布式方法,该方法在计算上非常高效,并且要求节点之间的协调,通信和协作最少。关键算法思想是信号传递机制,可以将其视为一种虚构的定价机制,基站可以优化该信号并传输给D2D用户,然后D2D用户对此信号发挥最佳响应(即,自私地)。数值结果表明,我们的算法收敛速度快,开销少,吞吐量显着提高,同时将蜂窝链路的质量保持在预定的服务水平上。

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