Price-Based Resource Allocation in NOMA System with Hardware Impairments

Zheng-qiang Wang, Zhen Zhang, Siyu Qing, Yongjun Xu, Xiaoyu Wan, Zi-fu Fan
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引用次数: 1

Abstract

In this paper, we study price-based resource allocation for a cellular downlink non-orthogonal multiple access (NOMA) network with hardware impairments. The pricing and power purchase strategies between the base station (BS) and the users are modeled by the Stackelberg game. To tackle this problem, we first use a backward tracking approach to simplify the revenue maximization problem of BS as an equivalent resource allocation problem. Then the optimization problem is solved by the quadratic transform method. Finally, we propose a price-based resource allocation algorithm based on the Stackelberg game to maximize the BS's revenue. Simulation results show that compared with the existing algorithm with perfect hardware, our proposed price-based resource allocation algorithm has a better performance according to the revenue of the BS and the sum rate of users.
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硬件受损的NOMA系统中基于价格的资源分配
在本文中,我们研究了基于价格的蜂窝下行非正交多址(NOMA)网络的资源分配。采用Stackelberg博弈模型对基站与用户之间的定价和购电策略进行了建模。为了解决这一问题,我们首先采用回溯的方法将BS的收益最大化问题简化为等价的资源分配问题。然后用二次变换法求解优化问题。最后,我们提出了一种基于Stackelberg博弈的基于价格的资源分配算法,以最大化BS的收益。仿真结果表明,与硬件完善的现有算法相比,我们提出的基于价格的资源分配算法根据BS的收益和用户的总和率具有更好的性能。
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