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Optimal Fractional Frequency Reuse and Power Control in the Heterogeneous Wireless Networks

机译:异构无线网络中的最优分数频率复用和功率控制

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Heterogeneous wireless networks have emerged as a new paradigm to meet the fast growing wireless network capacity and coverage demands. Due to the co-deployment of high power and low power nodes in the same network using the same spectrum, more advanced interference coordination and radio resource management schemes are required than in the traditional cellular network in order to achieve a high network capacity and good user experience. In this paper, we propose an optimal fractional frequency reuse and power control scheme that can effectively coordinate the interference among high power and low power nodes. The scheme can be optimized to maximize the sum of the long term log-scale throughput among all the user equipments (UEs). Towards that end, the Lagrange dual function is first derived for the proposed optimization problem. Gradient descent method is then used to search the optimal solution for the convex dual problem. Due to the strong duality condition, the optimal solution for the dual problem is also the optimal solution for the primal problem. Simulation results show that the proposed scheme can greatly improve the wireless heterogeneous network performance on system capacity and user experience.
机译:异构无线网络已经成为满足快速增长的无线网络容量和覆盖范围需求的新范例。由于在同一网络中使用相同频谱共同部署高功率和低功率节点,因此与传统蜂窝网络相比,需要更高级的干扰协调和无线电资源管理方案,以实现高网络容量和良好的用户经验。在本文中,我们提出了一种最优的分数频率复用和功率控制方案,可以有效地协调高功率和低功率节点之间的干扰。可以优化该方案以最大化所有用户设备(UE)之间的长期对数规模吞吐量的总和。为此,首先针对提出的优化问题推导Lagrange对偶函数。然后使用梯度下降法搜索凸对偶问题的最优解。由于强对偶条件,对偶问题的最优解也是对原始问题的最优解。仿真结果表明,该方案可以大大提高无线异构网络的系统容量和用户体验。

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