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Distributed Power Allocation with Rate Constraints in Gaussian Parallel Interference Channels

机译:高斯并行中具有速率约束的分布式功率分配   干扰频道

摘要

This paper considers the minimization of transmit power in Gaussian parallelinterference channels, subject to a rate constraint for each user. To derivedecentralized solutions that do not require any cooperation among the users, weformulate this power control problem as a (generalized) Nash equilibrium game.We obtain sufficient conditions that guarantee the existence and nonemptinessof the solution set to our problem. Then, to compute the solutions of the game,we propose two distributed algorithms based on the single user waterfillingsolution: The \emph{sequential} and the \emph{simultaneous} iterativewaterfilling algorithms, wherein the users update their own strategiessequentially and simultaneously, respectively. We derive a unified set ofsufficient conditions that guarantee the uniqueness of the solution and globalconvergence of both algorithms. Our results are applicable to all practicaldistributed multipoint-to-multipoint interference systems, either wired orwireless, where a quality of service in terms of information rate must beguaranteed for each link.
机译:本文考虑了高斯并行干扰信道中的发射功率的最小化,这要受到每个用户的速率限制。对于不需要用户之间任何合作的集中式解决方案,我们将此功率控制问题公式化为(广义的)纳什均衡博弈。我们获得了足够的条件来保证问题集的存在性和非空性。然后,为了计算游戏的解决方案,我们基于单用户注水解决方案提出了两种分布式算法:\ emph {sequential}和\ emph {simultaneous}迭代注水算法,其中用户分别依次并同时更新自己的策略。我们导出了一组满足条件的统一条件,这些条件可以保证解决方案的唯一性和这两种算法的全局收敛性。我们的结果适用于所有实用的分布式多点对多点干扰系统,无论是有线的还是无线的,其中必须确保每条链路的信息速率方面的服务质量。

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