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Achieving power and energy efficiency in self-organizing networks

机译:在自组织网络中实现功率和能源效率

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The target of this paper is to propose a practical low-complexity power allocation algorithm that strikes a good balance between Spectral Efficiency (SE) and power saving for the downlink of interference-limited cellular networks. Because abundant interference usually results from dense frequency reuse and high power transmission, power optimization schemes are critical to interference management in wireless systems. Powerful power optimization schemes can be efficiently implemented in the framework of Self-Organizing Network (SON). In this context, we resort to non-cooperative game theory to devise two distributed power allocation schemes. By only considering SE, our first Power Control Game (PCG) algorithm, deemed SE-PCG, provides high SE but push autonomous eNBs into consuming all available power. To address this shortcoming and enhance Energy Efficiency (EE), we put forward another PCG algorithm, deemed EE-PCG, which inflicts a penalty on power consumption. The originality of our scheme lies in deriving the power penalty through a signaling-free heuristic. We have analyzed the proposed algorithms through extensive numerical simulations and compared them with the state-of-the-art approaches. The results have shown that our algorithms outperform the latter.
机译:本文的目标是提出一种实用的低复杂度功率分配算法,该算法在干扰受限的蜂窝网络的下行链路的频谱效率(SE)和功率节省之间取得了良好的平衡。由于大量干扰通常是由密集的频率复用和高功率传输产生的,因此功率优化方案对于无线系统中的干扰管理至关重要。强大的功率优化方案可以在自组织网络(SON)的框架中有效地实现。在这种情况下,我们诉诸于非合作博弈理论来设计两种分布式功率分配方案。仅考虑SE,我们的第一个功率控制游戏(PCG)算法(称为SE-PCG)可提供较高的SE,但会促使自主eNB消耗所有可用功率。为了解决此缺点并提高能源效率(EE),我们提出了另一种PCG算法,即EE-PCG,该算法会导致功耗降低。我们方案的独创性在于通过无信号启发式推导得出功率损失。我们已经通过广泛的数值模拟对提出的算法进行了分析,并将其与最新方法进行了比较。结果表明,我们的算法优于后者。

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