Server-Controlled Intelligent Reflecting Surface Networks for Optimized Beam Routing

IF 1.8 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Nitin Panuganti, Pinku Ranjan, Anupam Shukla
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Abstract

Intelligent reflecting surfaces (IRS) have emerged as a promising solution to enhance signal propagation and mitigate interference in next-generation wireless networks. The purpose of this study is to develop and evaluate an optimized beam routing framework for IRS-assisted wireless communication in complex urban environments. To achieve this, this study proposes an IRS-assisted beam routing framework that leverages metaheuristic optimization to determine optimal signal paths in complex urban environments. The key contribution lies in the design of a server-controlled IRS network that dynamically adjusts phase shifts based on environmental factors and user locations, enabling adaptive and efficient signal routing. A server-controlled IRS network dynamically adjusts phase shifts to ensure efficient transmission, overcoming obstacles and improving network coverage. Extensive simulation results show that the proposed method significantly enhances signal reliability, reduces path loss, and outperforms existing IRS-based approaches in terms of path optimization and communication efficiency. Specifically, the proposed framework achieves a 40% improvement in path efficiency compared to prior state-of-the-art methods, as confirmed through comparative analysis. Comparative analysis with prior research confirms a 40% improvement in path efficiency, validating the system's effectiveness. These findings highlight the potential of IRS-based beamforming as a scalable and robust solution for sixth-generation (6G) wireless networks and beyond. Future work will focus on real-world validation and the integration of machine learning techniques for adaptive IRS configurations.

用于优化波束路由的服务器控制智能反射面网络
智能反射面(IRS)已成为下一代无线网络中增强信号传播和减轻干扰的一种有前途的解决方案。本研究的目的是开发和评估复杂城市环境中irs辅助无线通信的优化波束路由框架。为了实现这一目标,本研究提出了一个irs辅助波束路由框架,该框架利用元启发式优化来确定复杂城市环境中的最佳信号路径。关键贡献在于设计了一个服务器控制的IRS网络,该网络可以根据环境因素和用户位置动态调整相移,从而实现自适应和高效的信号路由。服务器控制的IRS网络动态调整相移,保证传输效率,克服障碍,提高网络覆盖率。大量的仿真结果表明,该方法显著提高了信号可靠性,减少了路径损耗,在路径优化和通信效率方面优于现有的基于irs的方法。具体来说,与之前最先进的方法相比,所提出的框架的路径效率提高了40%,这一点通过对比分析得到了证实。与先前研究的对比分析证实,路径效率提高了40%,验证了系统的有效性。这些发现突出了基于irs的波束成形作为第六代(6G)无线网络及以后的可扩展和强大解决方案的潜力。未来的工作将集中在现实世界的验证和自适应IRS配置的机器学习技术的集成。
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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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