Resource allocation and passive beamforming for IRS-assisted short packet systems

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Yangyi Zhang, Xinrong Guan, Qingqing Wu, Zhi Ji, Yueming Cai
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引用次数: 0

Abstract

This paper investigates an intelligent reflecting surface (IRS) assisted downlink short packet transmission system, where an access point sends short packets to multiple devices with the help of an IRS. Specifically, a performance comparison between the frequency division multiple access and time division multiple access is conducted for the considered system, from the perspective of average age of information (AoI). To minimize the maximum average AoI among all devices, the resource allocation and passive beamforming are jointly optimized. However, the formulated problem is difficult to solve due to the non-convex objective function and coupled variables. Thus, an alternating optimization based algorithm is proposed by exploiting the semidefinite relaxation and bisection search techniques. Simulation results show that time division multiple access can achieve lower AoI by exploiting the time-selective passive beamforming of IRS for maximizing the signal to noise ratio of each device consecutively. Moreover, it also shows that as the length of information bits becomes sufficiently large as compared to the available bandwidth, the proposed frequency division multiple access transmission scheme becomes more favourable due to more flexible power allocation.

Abstract Image

IRS 辅助短数据包系统的资源分配和无源波束成形
本文研究了一种智能反射面(IRS)辅助下行链路短数据包传输系统,在该系统中,一个接入点借助 IRS 向多个设备发送短数据包。具体而言,从平均信息年龄(AoI)的角度,对所考虑的系统进行了频分多址和时分多址的性能比较。为了最小化所有设备的最大平均 AoI,对资源分配和无源波束成形进行了联合优化。然而,由于目标函数的非凸性和耦合变量,所提出的问题很难解决。因此,利用半无限松弛和分段搜索技术,提出了一种基于交替优化的算法。仿真结果表明,利用 IRS 的时间选择性无源波束成形技术,可以连续实现每个设备的信噪比最大化,从而降低时分多址的 AoI。此外,仿真结果还表明,当信息比特的长度与可用带宽相比变得足够大时,由于功率分配更加灵活,拟议的频分多址传输方案变得更加有利。
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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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