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Optimum Fairness for Non-Orthogonal Multiple Access

机译:非正交多址访问的最佳公平性

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This paper focuses on the fairness issue in non-orthogonal multiple access (NOMA) and investigates the optimization problem that maximizes the worst users achievable rate. Unlike previous studies, we derive a closed-form expression for the optimal value and solution, which are related to Perron-Frobenius eigenvalue and eigenvector of a defined positive matrix. On this basis, we propose an iterative algorithm to compute the optimal solution, which has linear convergence and requires only about half iteration numbers of the classical bisection method. Simulation results show that the minimum user rate is largely improved compared with other power allocation schemes.
机译:本文关注非正交多路访问(NOMA)中的公平性问题,并研究使最坏用户可达到的速率最大化的优化问题。与以前的研究不同,我们导出了最优值和解的闭式表达式,它们与Perron-Frobenius特征值和已定义正矩阵的特征向量有关。在此基础上,我们提出了一种迭代算法来计算最优解,该算法具有线性收敛性,仅需要经典二分法的一半迭代次数。仿真结果表明,与其他功率分配方案相比,最小用户速率有了很大的提高。

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