Low complexity resource allocation scheme for IRS-assisted downlink non-orthogonal multiple access systems

IF 1.3 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
IET Networks Pub Date : 2023-11-23 DOI:10.1049/ntw2.12106
Ren Ming, Zhang Rong
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引用次数: 0

Abstract

A low complexity resource allocation method is proposed for downlink non-orthogonal multiple access system assisted by intelligent reflecting surface (IRS). Firstly, an optimisation problem is formulated to minimise power consumption, with power allocation and IRS phase shifts as variables. Then, the joint optimisation problem of power allocation and IRS phase shifts is transformed into the optimisation of IRS phase shifts, which is further decomposed into multiple single variable sub-problems, the solutions to which can be obtained by using the function extremum method. Next, based on these sub-problems, one-level iterative algorithm is developed to optimise IRS phase shifts. Finally, the minimum power required by each user is calculated based on the IRS phase shifts obtained through iteration. Simulation results show that the proposed scheme is better than the existing schemes in the same scenario under the same rate requirement in terms of computational complexity and power consumption.

Abstract Image

IRS 辅助下行链路非正交多址系统的低复杂度资源分配方案
针对智能反射面(IRS)辅助的下行非正交多址系统,提出了一种低复杂度的资源分配方法。首先,以功率分配和 IRS 相移为变量,提出了一个最小化功耗的优化问题。然后,将功率分配和 IRS 相移的联合优化问题转化为 IRS 相移的优化问题,再将其分解为多个单变量子问题,利用函数极值法求解。然后,根据这些子问题,开发出一级迭代算法来优化 IRS 相移。最后,根据迭代得到的 IRS 相移计算出每个用户所需的最小功率。仿真结果表明,在相同速率要求的情况下,所提出的方案在计算复杂度和功耗方面优于现有方案。
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来源期刊
IET Networks
IET Networks COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
5.00
自引率
0.00%
发文量
41
审稿时长
33 weeks
期刊介绍: IET Networks covers the fundamental developments and advancing methodologies to achieve higher performance, optimized and dependable future networks. IET Networks is particularly interested in new ideas and superior solutions to the known and arising technological development bottlenecks at all levels of networking such as topologies, protocols, routing, relaying and resource-allocation for more efficient and more reliable provision of network services. Topics include, but are not limited to: Network Architecture, Design and Planning, Network Protocol, Software, Analysis, Simulation and Experiment, Network Technologies, Applications and Services, Network Security, Operation and Management.
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