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Tradeoff between energy efficiency and queues delay in heterogeneous cloud radio access networks

机译:异构云无线电接入网络中的能效和队列延迟之间的权衡

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The dynamic stochastic resource optimization problem in heterogeneous cloud radio access networks (H-CRANs) is researched in this paper, characterizing the cooperative beam-forming with fronthaul capacity and queue stability constraints. To make the average energy efficiency (EE) of remote radio heads (RRHs) arbitrarily close to the optimum and maintain system queue stability, the EE optimization problem considering congestion control is presented. Under the Lyapunov framework, the problem is reformulated as an optimal network-wide beam-former design of RRHs, which is solved through a generalized weighted minimum mean square error (WMMSE) approach. The mathematical analysis and simulation results demonstrate that an EE-delay tradeoff can be achieved by the proposed algorithm.
机译:研究了异构云无线接入网(H-CRAN)中的动态随机资源优化问题,表征了具有前传容量和队列稳定性约束的协作波束形成。为了使远程无线电头端(RRH)的平均能量效率(EE)任意接近最佳值并保持系统队列稳定性,提出了考虑拥塞控制的EE优化问题。在Lyapunov框架下,该问题被重新表述为RRH的最佳网络范围波束形成器设计,可通过广义加权最小均方误差(WMMSE)方法解决。数学分析和仿真结果表明,该算法可以实现EE延迟权衡。

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