毫米波多用户混合 IRS 辅助 MIMO 系统的总和速率最大化

IF 1.7 4区 计算机科学 Q3 TELECOMMUNICATIONS Telecommunication Systems Pub Date : 2024-07-22 DOI:10.1007/s11235-024-01161-2
M. Golbabapour, M. Reza Zahabi
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引用次数: 0

摘要

在多输入多输出(MIMO)系统中采用智能反射面(IRS)作为继电器的可行替代方案,已得到广泛研究。IRS 可以主动或被动运行。在无源 IRS 配置的情况下,不需要信号处理器或放大器,从而可以以较低的功耗和成本实现所需的相移信号反射。不过,由于 IRS 信道的路径损耗,无源 IRS 增益会大大降低。在有源 IRS 结构中,每个反射元件都配有功率放大器,使其能够以适当的功率水平将信号反射到预定目的地。与被动式结构相比,这种结构能为系统带来更大的优势。因此,我们建议采用主动-被动混合型 IRS,因为它能带来更高的总和速率、更多的能量增益,以及更高的速率和更低的能耗之间的平衡。在本文中,我们研究了一种实用的里柬信道混合 IRS 辅助多用户 MIMO 系统,其目标是最大化总和速率。为此,我们使用分式编程(FP)方法简化了主问题的目标函数,并修改了公式,以便将主问题划分为一系列子问题。然后,我们使用块坐标下降(BCD)方法,将子问题放入连续的块中,求解每个子问题,从而得到每个块的最优解,最终得到主问题的答案。最后,对提出的方案进行了模拟,结果表明,混合 IRS 结构的总和率在有源 IRS 结构和无源 IRS 结构之间有所不同,这取决于传输功率。不过,调整有源和无源结构中的元件数量可以在低功率水平下实现比传统结构更高的总速率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Sum rate maximization for mm-wave multi-user hybrid IRS-assisted MIMO systems

The employment of Intelligent Reflecting Surface (IRS) in MIMO systems has been extensively studied as a feasible alternative to relays. IRS can operate either actively or passively. In the case of a passive IRS configuration, no signal processor or amplifier is required, allowing for signal reflection in the desired phase shift with lower power consumption and cost. However, the passive IRS gain is significantly decreased due to the path loss in the IRS channel. In the active IRS structure, each reflective element is fitted with a power amplifier that enables it to reflect the signal to the intended destination at an appropriate power level. This confers a greater benefit to the system than a passive structure. Consequently, a hybrid active–passive IRS is recommended as it results in a higher sum rate, more energy gain, and a balance between the higher rate and lower energy consumption. In this paper, we examine a practical Rician channel hybrid IRS-assisted multiuser MIMO system with the goal of maximizing the sum rate. To accomplish this, we simplified the objective function of the main problem using the Fractional Programming (FP) method and modified the formulations in order to divide the main problem into a series of sub-problems. Then, using the Block Coordinate Descent (BCD) method and placing sub-problems into consecutive blocks, we solve each sub-problem to obtain the optimal solution for each block and, ultimately, the answer to the main problem. Finally, simulations were conducted for the proposed scenario, indicating that the sum rate of the hybrid IRS structure varied between the active and inactive IRS structure, depending on transmission power. However, adjusting the number of elements in the active and passive structures can achieve higher overall rates than traditional structures at low power levels.

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来源期刊
Telecommunication Systems
Telecommunication Systems 工程技术-电信学
CiteScore
5.40
自引率
8.00%
发文量
105
审稿时长
6.0 months
期刊介绍: Telecommunication Systems is a journal covering all aspects of modeling, analysis, design and management of telecommunication systems. The journal publishes high quality articles dealing with the use of analytic and quantitative tools for the modeling, analysis, design and management of telecommunication systems covering: Performance Evaluation of Wide Area and Local Networks; Network Interconnection; Wire, wireless, Adhoc, mobile networks; Impact of New Services (economic and organizational impact); Fiberoptics and photonic switching; DSL, ADSL, cable TV and their impact; Design and Analysis Issues in Metropolitan Area Networks; Networking Protocols; Dynamics and Capacity Expansion of Telecommunication Systems; Multimedia Based Systems, Their Design Configuration and Impact; Configuration of Distributed Systems; Pricing for Networking and Telecommunication Services; Performance Analysis of Local Area Networks; Distributed Group Decision Support Systems; Configuring Telecommunication Systems with Reliability and Availability; Cost Benefit Analysis and Economic Impact of Telecommunication Systems; Standardization and Regulatory Issues; Security, Privacy and Encryption in Telecommunication Systems; Cellular, Mobile and Satellite Based Systems.
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