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A novel low complexity energy-efficient resource allocation for OFDM systems

机译:一种用于OFDM系统的新型低复杂度节能资源分配

摘要

In this paper, we study energy efficiency of an orthogonal frequency division multiplexing based system under power constraint and minimum rate requirement with system circuit power consideration. The optimal radio resource allocation is then formulated as an energy-efficient maximisation where we propose a novel low complexity solution for obtaining the optimal solution. The solution consists of the optimal source transmission power and its distribution among subcarriers. In spite of the iterative solution with high computational complexity in previous works, we propose a quickly convergent low complexity scheme based on solving a nonlinear logarithmic equation. To evaluate the accuracy of the proposed method, we compared its accuracy through simulations with the optimal solution in systems with and without circuit power consideration. Simulation studies indicate that the proposed method provide accurate solutions in both low and high signal to noise ratio regimes. The simulation results also indicate using our proposed method results in a significant improvement in the computational complexity.
机译:在本文中,我们研究了基于正交频分复用的系统在功率约束和最小速率要求下的能量效率,并考虑了系统电路功率。然后,将最佳无线电资源分配公式化为能效最大化,在此我们提出一种新颖的低复杂度解决方案,以获得最佳解决方案。该解决方案包括最佳的源传输功率及其在子载波之间的分配。尽管在先前的工作中具有高计算复杂度的迭代解决方案,我们还是基于求解非线性对数方程的基础上提出了一种快速收敛的低复杂度方案。为了评估所提出方法的准确性,我们通过仿真将其准确性与考虑和不考虑电路功耗的系统中的最佳解决方案进行了比较。仿真研究表明,所提出的方法可在低信噪比和高信噪比范围内提供准确的解决方案。仿真结果还表明,使用我们提出的方法可以显着提高计算复杂度。

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