基于α公平效用函数的下行非正交多址系统功率分配方法

Jianpo Li, Qiwei Wang
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引用次数: 1

摘要

系统遍历和率与高公平性之间的不平衡是影响非正交多址(NOMA)系统性能的关键问题之一。为了解决这一问题,本文提出了一种功率分配算法来实现NOMA系统的遍历和速率最大化。该方案主要通过基于α公平效用函数的公平模型构建算法和基于罚函数内点法的最优解算法来实现。针对公平模型的构建,在传统的权力分配模型中加入公平目标,设定合理的目标函数。同时,通过调整α值来权衡遍历和率和权力分配的公平性问题。针对问题的最优解算法,采用罚函数内点法将约束条件不等的公平目标函数转化为可行域内的无约束问题。然后在可行域内逐步逼近原约束优化问题的最优解。仿真结果表明,与NOMA和时分多址(TDMA)方案相比,该方法具有更高的遍历和速率和更低的公平指数(FI)值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power Allocation Method of Downlink Non-orthogonal Multiple Access System Based on α Fair Utility Function
The unbalance between system ergodic sum rate and high fairness is one of the key issues affecting the performance of non-orthogonal multiple access (NOMA) system. To solve the problem, this paper proposes a power allocation algorithm to realize the ergodic sum rate maximization of NOMA system. The scheme is mainly achieved by the construction algorithm of fair model based on α fair utility function and the optimal solution algorithm based on the interior point method of penalty function. Aiming at the construction of fair model, the fair target is added to the traditional power allocation model to set the reasonable target function. Simultaneously, the problem of ergodic sum rate and fairness in power allocation is weighed by adjusting the value of α. Aiming at the optimal solution algorithm, the interior point method of penalty function is used to transform the fair objective function with unequal constraints into the unconstrained problem in the feasible domain. Then the optimal solution of the original constrained optimization problem is gradually approximated within the feasible domain. The simulation results show that, compared with NOMA and time division multiple address (TDMA) schemes, the proposed method has larger ergodic sum rate and lower Fairness Index (FI) values.
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