Dynamic resource optimization with congestion control in heterogeneous cloud radio access networks

Jian Li, M. Peng, Y. Yu, Aolin Cheng
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引用次数: 6

Abstract

The heterogeneous cloud radio access networks (H-CRANs) are presented in this paper as a promising new paradigm for future heterogeneous converged networks. To maintain low traffic queue congestion and make the sum utility of average throughput arbitrarily close to the optimum, the dynamic optimization problem of traffic admission control, heterogeneous processing node (HPN)/remote radio head (RRH) association, resource block (RB) and power allocation subject to the average power consumption constraints of RRHs is formulated using the general framework of Lyapunov optimization. The optimization problem can be decomposed into three subproblems. To solve the third mixed-integer subproblem, the continuity relaxation is utilized and the optimality can be still preserved. Finally, the simulation results validate the out-performances of the proposed solution with appropriate control parameter.
异构云无线接入网络中具有拥塞控制的动态资源优化
本文提出了异构云无线接入网(H-CRANs)作为未来异构融合网络的新范式。为了保持低流量队列拥塞,并使平均吞吐量的总效用任意接近最优,采用Lyapunov优化的一般框架,建立了受RRH平均功耗约束的流量接纳控制、异构处理节点(HPN)/远程无线电头(RRH)关联、资源块(RB)和功率分配的动态优化问题。优化问题可分解为三个子问题。在求解混合整数子问题时,利用了连续松弛,保证了最优性。最后,仿真结果验证了该方法在适当控制参数下的优越性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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