Empowering MIMO-FSO Systems: RIS Technology for Enhanced Performance in Challenging Conditions

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Wafaa M. R. Shakir;Jinan Charafeddine
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引用次数: 0

Abstract

This paper presents a novel analytical framework to enhance the performance of reconfigurable intelligent surfaces (RIS)-integrated multiple-input-multiple-output (MIMO) free-space optical (FSO) communication systems. The study addresses critical challenges such as atmospheric turbulence, misalignment, and signal attenuation. It introduces a series-based approach to model the combined effects of Gamma-Gamma turbulence, generalized Rician pointing errors, and RIS size-related constraints. In contrast to previous studies, which often rely on oversimplified or idealized channel models, this framework provides closed-form expressions for the first time for the probability density function and cumulative distribution function of the end-to-end channel specifically designed for RIS-empowered (RIS-E) MIMO-FSO systems. These expressions capture the complex interactions between channel impairments and system parameters, enabling accurate performance evaluation in real-world deployments. The derived formulations provide key performance metrics, including outage probability, average bit error rate, ergodic capacity, data rate, and energy efficiency, for a variety of system configurations. Practical diversity combining techniques such as equal gain combining, maximal ratio combining, and selection combining are rigorously analyzed. In addition, asymptotic analyses at high signal-to-noise ratios offer simplified expressions that provide valuable insights into coding gain, diversity order, and system behavior under extreme conditions. A key contribution of this work is the investigation of the optimization of RIS placement, which improves signal alignment and reduces the outage probability, even under challenging atmospheric conditions. In addition, the study highlights the computational efficiency of the proposed framework through a detailed complexity analysis that confirms its feasibility for practical, large-scale applications. Monte Carlo simulations validate the theoretical findings, demonstrating strong agreement with the analytical results. These results confirm the transformative potential of RIS technology in mitigating turbulence-induced fading and misalignment. This research establishes RIS-E MIMO-FSO systems as a robust, energy-efficient solution for next-generation, high-bandwidth optical networks. Additionally, it provides practical deployment guidelines, ensuring the effective integration of RIS technology into real-world wireless communication infrastructures, thereby advancing the development of resilient and high-performance optical communication systems.
增强MIMO-FSO系统的能力:RIS技术在具有挑战性的条件下增强性能
本文提出了一种新的分析框架,以提高可重构智能曲面(RIS)集成多输入多输出(MIMO)自由空间光学(FSO)通信系统的性能。该研究解决了大气湍流、失调和信号衰减等关键挑战。它引入了一种基于序列的方法来模拟Gamma-Gamma湍流、广义医师指向误差和RIS尺寸相关约束的综合影响。与以往依赖于过度简化或理想化信道模型的研究不同,该框架首次为专为RIS-E MIMO-FSO系统设计的端到端信道的概率密度函数和累积分布函数提供了封闭形式的表达式。这些表达式捕获了通道损伤和系统参数之间复杂的相互作用,从而能够在实际部署中进行准确的性能评估。导出的公式提供了关键的性能指标,包括停机概率、平均误码率、遍历容量、数据速率和能源效率,适用于各种系统配置。对等增益组合、最大比组合、选择组合等实用分集组合技术进行了严格的分析。此外,高信噪比下的渐近分析提供了简化表达式,为编码增益、分集顺序和极端条件下的系统行为提供了有价值的见解。这项工作的一个关键贡献是对RIS位置优化的研究,即使在具有挑战性的大气条件下,也可以改善信号对准并降低中断概率。此外,该研究通过详细的复杂性分析强调了所提出框架的计算效率,证实了其在实际大规模应用中的可行性。蒙特卡罗模拟验证了理论结果,证明了与分析结果的强烈一致性。这些结果证实了RIS技术在缓解湍流引起的衰落和失调方面的变革潜力。本研究确立了RIS-E MIMO-FSO系统作为下一代高带宽光网络的强大、节能解决方案。此外,它还提供了实用的部署指南,确保RIS技术有效地集成到现实世界的无线通信基础设施中,从而推进弹性和高性能光通信系统的发展。
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来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
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