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Outage probability analysis of maritime FSO links 海上自由通信链路中断概率分析
Pub Date : 2023-05-05 DOI: 10.3389/frcmn.2023.1184911
Y. Ata, Mohamed-Slim Alouini
In this paper, the outage performance of the maritime free-space optical (FSO) communication system is analyzed, and a new maritime FSO link configuration is presented. The channel model for maritime FSO link includes the combined effect of turbulence, pointing error, angle-of-arrival (AOA) fluctuations, and attenuation. While the maritime turbulence channel is modeled by lognormal distribution, pointing error and AOA fluctuations are assumed to be Beckmann and Rayleigh distributed, respectively. The turbulence power spectrum is considered to present the Kolmogorov characteristics, and the Rytov variance of a propagating Gaussian beam in maritime environment is obtained. The probability density function (PDF), cumulative distribution function (CDF), and outage probability of the maritime communication channel are obtained analytically. The outage performance of a maritime communication link is given depending on various parameters of the maritime environment, the Gaussian beam, and the (FSO) communication system.
分析了海上自由空间光通信系统的中断性能,提出了一种新的海上自由空间光通信链路结构。海上FSO链路信道模型包括湍流、指向误差、到达角波动和衰减的综合影响。海洋湍流通道采用对数正态分布建模,假设指向误差为Beckmann分布,AOA波动为Rayleigh分布。考虑湍流功率谱具有Kolmogorov特性,得到了海洋环境中高斯波束的Rytov方差。分析得到了海上通信信道的概率密度函数(PDF)、累积分布函数(CDF)和中断概率。根据海洋环境、高斯波束和(FSO)通信系统的各种参数,给出了海上通信链路的中断性能。
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引用次数: 0
A varactor-based 1024-element RIS design for mm-waves 基于变分因子的毫米波1024元RIS设计
Pub Date : 2023-03-22 DOI: 10.3389/frcmn.2023.1086011
L. G. da Silva, Z. Chu, P. Xiao, A. Cerqueira S.
This paper reports a reconfigurable intelligent surface (RIS) for beamforming and beam steering applications operating in the millimeter wave (mm-waves) frequency band. The proposed 2-bit RIS design is implemented using a radar cross-section (RCS) approach in ANSYS HFSS for performance evaluation and system-level analysis. It is based on split-ring resonator (SRR) unit cells, tuned by varactor diodes, comprising 1,024 elements arranged in a 32 × 32 matrix with linear gradient phase configuration operating at 24.5 GHz over the fifth generation of mobile communications New Radio (5G NR) frequency range 2 (FR2). A beam steering from −60° to 60° in the azimuth plane is demonstrated for mm-waves coverage extension. Numerical simulations of RCS patterns from −10° to −60° and from 10° to 60° with approximately 3 dB scan loss manifest the applicability of the proposed RIS towards the sixth generation of mobile communications (6G). Furthermore, simulated results of angular reciprocity prove the RIS response up to 110° under an oblique incident wave at 60°. To the best of our knowledge, this is the highest RIS angular reciprocity reported in the literature, validating its application to coverage extension from −60° to 60°. In addition, the RCS level and reflected angle relationship are modeled for system-level analysis purposes.
本文报道了一种用于毫米波(mm-waves)频段波束形成和波束转向应用的可重构智能表面(RIS)。提出的2位RIS设计在ANSYS HFSS中使用雷达横截面(RCS)方法实现,用于性能评估和系统级分析。它基于分环谐振器(SRR)单元,由变容二极管调谐,包括1024个元件,排列在32 × 32矩阵中,具有线性梯度相位配置,在第五代移动通信新无线电(5G NR)频率范围2 (FR2)上工作在24.5 GHz。波束在方位面从- 60°转向到60°,证明了毫米波覆盖扩展。在−10°至−60°和10°至60°范围内扫描损耗约为3db的RCS模式的数值模拟表明了所提出的RIS对第六代移动通信(6G)的适用性。此外,角互易的模拟结果证明,在60°斜入射波下,RIS的响应可达110°。据我们所知,这是文献中报道的最高的RIS角互易性,验证了其应用于从- 60°到60°的覆盖扩展。此外,为了系统级分析的目的,对RCS级和反射角关系进行了建模。
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引用次数: 1
O-RAN architecture, interfaces, and standardization: Study and application to user intelligent admission control O-RAN体系结构、接口和标准化:研究和应用于用户智能准入控制
Pub Date : 2023-03-22 DOI: 10.3389/frcmn.2023.1127039
Mohammad Alavirad, U. Hashmi, Marwan Mansour, Ali A. Esswie, R. Atawia, G. Poitau, Morris Repeta
Open radio access network (O-RAN), driven by O-RAN Alliance is based on the disaggregation of the traditional RAN systems into radio unit (RU), distributed unit (DU) and central unit (CU) components. It provides a unique opportunity to reduce the cost of wireless network deployment by using open-source software, serving as a foundation for O-RAN compliant functions, and by utilizing low-cost, generic white-box hardware for radio components. Relying on the two core pillars of openness and intelligence, there has been a coordinated global effort from operators and equipment providers to enhance the RAN architecture and improve its performance through virtualized network elements and open interfaces that incorporate intelligence in RAN. With the increased complexity of 5G networks and the demand to fulfill requirements, intelligence is becoming a key factor for automated deployment, operation, and optimization of open wireless networks. The first thrust of this paper surveys the AI/ML architecture in O-RAN specifications, key discussion points and future standardization directions, respectively. In the second part, we introduce a proof-of-concept use case on AI-driven network optimization within the near real-time RAN intelligent controller (near-RT RIC) and non-real time RIC (non-RT RIC). In particular, we investigate the user admission control problem, led by a deep learning-based algorithm, implemented as an xApp for network performance enhancement. Extensive system-level simulations are performed with NS-3 LTE to assess the proposed admission control algorithm. Accordingly, the proposed dynamic algorithm shows a significant admission control performance improvement and flexibility, compared to existing admission control static techniques, while satisfying the stringent quality of service targets of admitted devices. Finally, the paper offers insightful conclusions and findings on the AI-based modeling, model inference performance, key performance challenges and future research directions, respectively.
开放无线接入网(O-RAN)是由O-RAN联盟推动的一种将传统的无线接入网系统分解为无线电单元(RU)、分布式单元(DU)和中央单元(CU)组件的网络。它提供了一个独特的机会,通过使用开源软件来降低无线网络部署的成本,作为O-RAN兼容功能的基础,并利用低成本、通用的白盒硬件用于无线电组件。依托于开放性和智能化这两大核心支柱,运营商和设备提供商在全球范围内共同努力,通过虚拟化网元和开放接口,将智能化融入到RAN中,增强RAN架构并提高其性能。随着5G网络复杂性的增加和满足需求的需求,智能正在成为开放无线网络自动化部署、运营和优化的关键因素。本文的第一个重点是对O-RAN规范中的AI/ML架构、关键讨论点和未来标准化方向进行了调查。在第二部分中,我们介绍了在近实时RAN智能控制器(近rt RIC)和非实时RIC(非rt RIC)中人工智能驱动的网络优化的概念验证用例。特别地,我们研究了用户准入控制问题,该问题由基于深度学习的算法领导,作为xApp实现,用于网络性能增强。利用ns - 3lte进行了广泛的系统级模拟,以评估所提出的接纳控制算法。因此,与现有的静态准入控制技术相比,所提出的动态算法在满足严格的准入设备服务质量目标的同时,显著提高了准入控制性能和灵活性。最后,本文分别对基于人工智能的建模、模型推理性能、关键性能挑战和未来研究方向给出了深刻的结论和发现。
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引用次数: 2
Mobile near-field terahertz communications for 6G and 7G networks: Research challenges 6G和7G网络的移动近场太赫兹通信:研究挑战
Pub Date : 2023-03-16 DOI: 10.3389/frcmn.2023.1151324
Vitaly Petrov, Duschia M. Bodet, Arjun Singh
Following the current development of the wireless technology landscape, and with respect to the constant growth in user demands, it is inevitable that next-generation mobile wireless networks will use new frequency bands located in the sub-terahertz and terahertz (THz) spectrum to complement the existing microwave and millimeter wave (mmWave) channels. The feasibility of point-to-point stationary THz communication links has already been experimentally demonstrated. To build upon this breakthrough, one of the pressing research targets is making THz communication systems truly mobile. Achieving this target is especially complicated because mobile THz wireless systems (including WLANs and even cellular access) will often operate in the near-field due to the very large (even though physically small) electrical size of the high-gain antenna systems required for making high-rate communication links feasible at such frequencies. This perspective article presents several key prospective research challenges envisioned on the way to designing efficient mobile near-field THz wireless access as a part of 6G and 7G wireless landscapes.
随着无线技术的发展和用户需求的不断增长,下一代移动无线网络将不可避免地使用位于亚太赫兹和太赫兹(THz)频谱的新频段,以补充现有的微波和毫米波(mmWave)信道。点对点静止太赫兹通信链路的可行性已经被实验证明。在这一突破的基础上,一个紧迫的研究目标是使太赫兹通信系统真正移动。实现这一目标特别复杂,因为移动太赫兹无线系统(包括wlan甚至蜂窝接入)通常在近场运行,这是由于在这种频率上实现高速通信链路所需的高增益天线系统的电气尺寸非常大(即使物理上很小)。这篇前瞻性文章提出了在设计高效移动近场太赫兹无线接入作为6G和7G无线环境的一部分时设想的几个关键前瞻性研究挑战。
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引用次数: 4
Perspective method for reconfigurable intelligent surface design for NOMA transmission: Theoretical study NOMA变速器可重构智能曲面设计的透视方法:理论研究
Pub Date : 2023-03-06 DOI: 10.3389/frcmn.2023.1125924
V. Kontorovich
The method (paradigm) presented here was inspired by two basic ideas: the assumption of the MIMO-RIS-NOMA communication channel as a dispersive channel with fading, and the representation of the latter by means of the generalized Kronecker channel model (GKCM), applying the “orthogonalization approach” based on utilization of the “universal” eigen basis in the form of prolate spheroidal wave functions (PSWFs). In other words, the essence of the approach is representing the MIMO-RIS-NOMA channel by means of a finite set of artificially created orthogonal trajectories for wave propagation, which are connected by the coupling matrix (CM) of the RIS. The goal for RIS (through the selection of specific CM elements) is to provide a decoding system for the NOMA users with the required SNR values for each user to guarantee successful decoding processing. A theoretical analysis of this paradigm is presented.
本文提出的方法(范式)受到两个基本思想的启发:将MIMO-RIS-NOMA通信信道假设为具有衰落的色散信道,并将后者用广义Kronecker信道模型(GKCM)表示,采用基于利用“通用”特征基的“正交化方法”,以长球面波函数(pswf)的形式表示。换句话说,该方法的本质是通过一组人为创建的正交波传播轨迹来表示MIMO-RIS-NOMA通道,这些波传播轨迹由RIS的耦合矩阵(CM)连接。RIS的目标(通过选择特定CM元素)是为NOMA用户提供一个解码系统,为每个用户提供所需的信噪比值,以保证成功的解码处理。对这一范式进行了理论分析。
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引用次数: 2
A review on principles, performance and complexity of linear estimation and detection techniques for MIMO systems MIMO系统线性估计和检测技术的原理、性能和复杂性的综述
Pub Date : 2023-02-28 DOI: 10.3389/frcmn.2023.968370
Danilo Gaspar, L. Mendes, T. Pimenta
The advent of the fifth generation (5G) of mobile networks has introduced several new use cases that are pushing mobile networks in environments that are typically supported by wired technologies. The initial discussions around the sixth generation (6G) of mobile networks signalizes that different approaches are needed to address all contrasting requirements, where multiple-input multiple-output (MIMO) technique stands as a key technology for most future wireless systems. In this review, we present an introduction on classical linear estimators and coherent detectors along with an innovative and accurate complexity formulation within a common framework, allowing a fair comparison and providing an initial guideline for researchers that are looking for a general view of the main techniques available for spatial multiplexing (SM)-MIMO detection and estimation.
第五代(5G)移动网络的出现引入了几个新的用例,这些用例正在推动移动网络在通常由有线技术支持的环境中发展。围绕第六代(6G)移动网络的初步讨论表明,需要不同的方法来满足所有不同的需求,其中多输入多输出(MIMO)技术是大多数未来无线系统的关键技术。在这篇综述中,我们介绍了经典线性估计器和相干检测器,以及在一个共同框架内创新和准确的复杂性公式,允许公平的比较,并为正在寻找用于空间复用(SM)-MIMO检测和估计的主要技术的一般观点的研究人员提供初步指导。
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引用次数: 0
Latency-aware blockage prediction in vision-aided federated wireless networks 视觉辅助联合无线网络中延迟感知阻塞预测
Pub Date : 2023-02-14 DOI: 10.3389/frcmn.2023.1130844
A. Khan, Iftikhar Ahmad, L. Mohjazi, S. Hussain, R. N. B. Rais, M. Imran, A. Zoha
Introduction: The future wireless landscape is evolving rapidly to meet ever-increasing data requirements, which can be enabled using higher-frequency spectrums like millimetre waves (mmWaves) and terahertz (THz). However, mmWave and THztechnologies rely on line-of-sight (LOS) communication, making them sensitive to sudden environmental changes and higher mobility of users, especially in urban areas. Methods: Therefore, beam blockage prediction is a critical challenge for sixth-generation (6G) wireless networks. One possible solution is to anticipate the potential change in the wireless network surroundings using multi-sensor data (wireless, vision, lidar, and GPS) with advanced deep learning (DL) and computer vision (CV) techniques. Despite numerous advantages, the fusion of deep learning,computer vision, and multi-modal data in centralised training introduces many challenges, including higher communication costs for raw data transfer, inefficient bandwidth usage and unacceptable latency. This work proposes latency-aware vision-aided federated wireless networks (VFWN) for beam blockage prediction using bimodal vision and wireless sensing data. The proposed framework usesdistributed learning on the edge nodes (EN) for data processing and model training. Results and Discussion: This involves federated learning for global model aggregation that minimizes latency and data communication cost as compared to centralised learning while achieving comparable predictive accuracy. For instance, the VFWN achieves a predictive accuracy of 98.5%, which is comparable to centralised learning with overall predictive accuracy 99%, considering that no data sharing is done. Furthermore, the proposed framework significantly reduces the communication cost by 81.31% and latency by 6.77% using real-time on device processing and inference.
未来的无线领域正在迅速发展,以满足不断增长的数据需求,这可以使用更高的频谱,如毫米波(mmWaves)和太赫兹(THz)。然而,毫米波和thz技术依赖于视距(LOS)通信,这使得它们对突然的环境变化和用户的更高移动性非常敏感,尤其是在城市地区。方法:因此,波束阻塞预测是第六代(6G)无线网络面临的关键挑战。一种可能的解决方案是使用多传感器数据(无线、视觉、激光雷达和GPS)以及先进的深度学习(DL)和计算机视觉(CV)技术来预测无线网络环境的潜在变化。尽管深度学习、计算机视觉和多模态数据在集中训练中的融合有许多优势,但也带来了许多挑战,包括原始数据传输的通信成本更高、带宽使用效率低下和不可接受的延迟。这项工作提出了延迟感知视觉辅助联合无线网络(VFWN),用于使用双峰视觉和无线传感数据进行波束阻塞预测。该框架使用边缘节点上的分布式学习(EN)进行数据处理和模型训练。结果和讨论:这涉及到用于全局模型聚合的联邦学习,与集中式学习相比,它可以最大限度地减少延迟和数据通信成本,同时实现相当的预测准确性。例如,在没有数据共享的情况下,VFWN的预测准确率达到98.5%,与集中式学习的总体预测准确率达到99%相当。此外,该框架通过对设备的实时处理和推理,将通信成本降低了81.31%,延迟降低了6.77%。
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引用次数: 1
Editorial: Applications of photonic sensors in smart cities 社论:光子传感器在智慧城市中的应用
Pub Date : 2023-02-10 DOI: 10.3389/frcmn.2023.1114442
M. Saadi, Sushank Chaudhary, Santosh Kumar
This Research Topic on “Applications of Photonic Sensors in Smart Cities” belongs to the journals, Frontiers in Communications and Networks and Frontiers in Physics. For this Research Topic serves as lead guest editor and other guest editors include Saadi et al. Demostenes Z. Rodriguez, Lunchakorn Wuttisittikulkij, and Tien Khee Ng. The aim of this Research Topic is to highlight recent advancements in the field of Quantum Optics and Information, Photonic sensors, and optical wireless communication and how they can contribute tomaking smart cities.We received an overwhelming response to our call for papers and, after a rigorous peer review process, eight papers were selected for this Research Topic. The managing editor, Saadi et al. and the guest editors would like to thank all authors who submitted their papers to this Research Topic. Thanks are also due to all anonymous reviewers, whose timely feedback ensured the high quality of the journal, and the Frontiers publication team for helping this issue to be a success. All the Guest Editors hope that this Research Topic can provide an in-depth insight into the field of optical wireless communication, photonic sensors, and optoelectronics that help realize the vision of smart cities. The first paper title is “Calculation of the Coupling Coefficient in Step-Index Multimode Polymer Optical Fibers Based on the Far-Field Measurements”, in which the authors use the power flow equation (PFE) to investigate mode coupling in step-index multimode polymer optical fiber. The second accepted paper title is “Porous Silicon–Based Microring Resonator for Temperature and Cancer Cell Detection”, in which a microring resonator sensor based on porous silicon is proposed for temperature and cancer cell detection, simultaneously. The results presented in this paper are promising, suggesting that the microring resonator sensor can be used in the fields of environment sensing, temperature sensing, chemical sensing, and biosensing. The third accepted paper title is “Broadband Coherent Mid-Infrared Supercontinuum Generation in All-Chalcogenide Microstructured Fiber with All-Normal Dispersion”, in which a numerical demonstration of the generation of broadband coherent supercontinuum (SC) spectra in the mid-infrared region using dispersion-engineered all-chalcogenide microstructured fibers (MOFs) is presented. Such sources can be applied in frequency metrology, optical coherence tomography, biomedical imaging, and few-cycle pulse compression. OPEN ACCESS
本研究课题“光子传感器在智慧城市中的应用”归属于《通信与网络前沿》和《物理前沿》期刊。本研究课题担任首席客座编辑,其他客座编辑包括Saadi等人。Demostenes Z. Rodriguez, Lunchakorn Wuttisittikulkij和Tien Khee Ng。本研究课题的目的是强调量子光学与信息、光子传感器和光学无线通信领域的最新进展,以及它们如何为智慧城市的建设做出贡献。我们的论文征集收到了压倒性的回应,经过严格的同行评审过程,八篇论文被选为本研究主题。总编辑Saadi等和客座编辑在此感谢所有向本研究课题提交论文的作者。感谢所有匿名审稿人,他们的及时反馈确保了期刊的高质量,感谢前沿出版团队帮助本期杂志取得成功。所有嘉宾编辑都希望本研究课题能够深入了解光通信、光子传感器、光电子等领域,助力智慧城市愿景的实现。第一篇论文题为《基于远场测量的步进折射率多模聚合物光纤耦合系数的计算》,利用功率流方程(PFE)研究了步进折射率多模聚合物光纤中的模式耦合。第二篇被录用的论文题目是“用于温度和癌细胞检测的多孔硅基微环谐振器”,其中提出了一种基于多孔硅的微环谐振器传感器,可同时用于温度和癌细胞检测。研究结果表明,微环谐振器传感器在环境传感、温度传感、化学传感和生物传感等领域具有广阔的应用前景。第三篇论文的标题是《全硫系微结构光纤中宽带相干中红外超连续谱的产生》,文中给出了利用色散工程全硫系微结构光纤在中红外区域产生宽带相干超连续谱的数值演示。这种光源可以应用于频率测量、光学相干断层扫描、生物医学成像和少周期脉冲压缩。开放获取
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引用次数: 0
On the age of information for non-preemptive queues in tandem 关于非抢占队列串联的信息时代
Pub Date : 2022-11-02 DOI: 10.3389/frcmn.2022.932111
C. Kam, S. Kompella
A monitoring system operates over a network of first-come, first-served queues in tandem, in which a source is transmitting its status to a monitor at the end of the tandem. To characterize the freshness performance of this monitoring system, we analyze the average Age of Information for this system, in which the status update arrivals are Poisson distributed and each queue is served by a non-preemptive, memoryless server. We first study the case of single-capacity queues that are modeled as a stochastic hybrid system, and we derive the average age for two queues with different service rates and three queues with equal service rate. We then study the infinite capacity queue case and use the graphical approach to derive the average age for two queues in tandem with equal service rates. Finally, we simulate the average age for intermediate cases of k capacity queues, which fall in between the two extreme cases of k = 1 and k = ∞.
监视系统在先到先服务的串联队列网络上运行,其中一个源将其状态发送到串联末端的监视器。为了表征该监控系统的新鲜度性能,我们分析了该系统的平均信息年龄,其中状态更新到达是泊松分布的,每个队列由一个非抢占的无内存服务器服务。首先研究了单容量队列的随机混合系统模型,导出了两个不同服务率的队列和三个服务率相等的队列的平均年龄。然后,我们研究了无限容量队列的情况,并使用图解方法导出了具有相等服务率的两个串联队列的平均年龄。最后,我们模拟了介于k = 1和k =∞两种极端情况之间的k容量队列的中间情况的平均年龄。
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引用次数: 1
Nano-intrinsic security primitives with redox-based resistive memory 基于氧化还原的电阻存储器的纳米固有安全原语
Pub Date : 2022-10-17 DOI: 10.3389/frcmn.2022.884874
Jeeson Kim
Physical unclonable function (PUF) exploits advantages of otherwise undesirable non-idealities to create physical systems that are difficult to copy even with the same manufacturing process. Nano-intrinsic PUFs use the variability of nanotechnology per hardware instance as a source of cryptographic randomness. Among various emerging memories, redox-based resistive memory (ReRAM) is a promising candidate for providing next-generation low-cost, low-power, ultra-small PUF-based security solutions. This review shows various ReRAM-based PUF implementations and their key features. We compare their performance and discuss which properties of ReRAM to focus on for effective PUF implementation.
物理不可克隆功能(PUF)利用其他不理想的非理想性的优点来创建即使使用相同的制造过程也难以复制的物理系统。纳米内在puf使用每个硬件实例的纳米技术可变性作为加密随机性的来源。在各种新兴存储器中,基于氧化还原的电阻式存储器(ReRAM)是提供下一代低成本、低功耗、超小型puf安全解决方案的有希望的候选者。这篇综述展示了各种基于reram的PUF实现及其关键特性。我们比较了它们的性能,并讨论了为了有效地实现PUF,应该关注ReRAM的哪些属性。
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引用次数: 0
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Frontiers in Communications and Networks
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