全双工多载波无线系统的无线电资源分配

Mohammed Al-Imari, M. Ghoraishi, P. Xiao
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引用次数: 12

摘要

全双工技术通过在同一频率上同时发送和接收,有可能使无线系统的频谱效率提高一倍。本文主要研究全双工系统的子载波和功率分配问题。由于自干扰和用户间干扰,该问题耦合在上行和下行信道之间。针对问题的非凸性,提出了一种基于Frank-Wolfe方法的次优算法。为此,首先对下行信道进行子载波和功率分配,然后将上行资源分配表示为两个凸函数之差问题。采用近似方法将直流问题转化为两个凸子问题,迭代求解得到非凸目标的下界近似。仿真结果表明,该算法在不考虑初始化点的情况下均能实现快速收敛,且与等资源分配方法相比,能显著提高全双工性能。此外,与半双工系统相比,采用该算法的全双工系统可以获得显著的频谱效率提升,最高可达48%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Radio resource allocation for full-duplex multicarrier wireless systems
Full-duplex technology has the potential to double the wireless system spectral efficiency by enabling simultaneous transmission and reception at the same time on the same frequency. In this paper, we address the subcarrier and power allocation problem for full-duplex system. The problem is coupled between uplink and downlink channels due to the self-interference and inter-user interference. As the problem is non-convex, a suboptimal algorithm is proposed based on the Frank-Wolfe approach. To this end, a subcarrier and power allocation is first performed for the downlink channel, and then the uplink resource allocation is represented as a D.C. (difference of two convex functions) problem. An approximation is used to convert the D.C. problem into two convex sub-problems, which are solved iteratively to produce a lower bound approximation for the non-convex objective. Simulation results show that the algorithm achieves fast convergence regardless of different initialization points, and can significantly improve the full-duplex performance comparing to the equal resource allocation approach. Furthermore, the full-duplex system with the proposed algorithm can achieve significant gains in spectral efficiency, that reach up to 48%, comparing to half-duplex system.
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