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An Ecosystemic Approach for the Seamless Integration of Terrestrial and Non-Terrestrial Network Connections 陆地和非陆地网络连接无缝集成的生态系统方法
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-03-04 DOI: 10.1109/OJCOMS.2026.3670414
Claudio Sacchi;Carmen D’Andrea;Elisa Conti;Tommaso Foggi;Amina Piemontese;Alessandro Ugolini;Armando Vannucci;Camilo Rojas;Nour Badini;Fabio Patrone;Mario Marchese;Fulvio Babich;Massimiliano Comisso;Alberto Carini;Francesco Adamo;Simone Pauletto;Henok Berhanu Tsegaye;Petro Mushidi Tshakwanda;Michael Devetsikiotis
An unrestricted, global, and ubiquitous connectivity, available to anyone, everywhere, and anytime, is a key objective of the 6G vision. A true, seamless integration of terrestrial (T) and non-terrestrial (NT) networks is mandatory to reach such an ambitious target. From this perspective, the three-year ITA-NTN project (2023-2025), funded by the European Union within the framework of NextGenerationEU work program, aims to investigate advanced solutions for the seamless integration of Terrestrial and Non-Terrestrial networks. This paper considers the project aspects concerning the provision of seamless connectivity across the heterogeneous T and NT layers by proposing an integrated ecosystem, which enables transparent information exchange among the various communicating nodes belonging to each layer. The ecosystem relies on the software-based management of fully reconfigurable network architectures based on disruptive concepts like cell-free multiple-input multiple-output (MIMO), full software-defined radio (SDR)-based multi-waveforms physical layer design, use of aggressive capacity-oriented radio resource management strategies based on Non Orthogonal Multiple Access (NOMA), extended use of Software-Defined Networking (SDN), and Artificial Intelligence (AI) to monitor and manage the entire network architecture. The discussion of the achieved results validates the proposed ecosystemic approach both in terms of viability and quantitative performance improvement.
任何人、任何地点、任何时间都可以使用不受限制的、全球性的、无处不在的连接,这是6G愿景的一个关键目标。要实现这一雄心勃勃的目标,必须实现地面(T)和非地面(NT)网络的真正无缝集成。从这个角度来看,为期三年的ITA-NTN项目(2023-2025),由欧盟在下一代欧盟工作计划框架内资助,旨在研究地面和非地面网络无缝集成的先进解决方案。本文通过提出一个集成的生态系统来考虑跨异构T和NT层提供无缝连接的项目方面,该生态系统可以在属于每层的各种通信节点之间进行透明的信息交换。该生态系统依赖于基于软件的完全可重构网络架构管理,该网络架构基于颠覆性概念,如无蜂窝多输入多输出(MIMO)、基于全软件定义无线电(SDR)的多波形物理层设计、基于非正交多址(NOMA)的积极容量导向无线电资源管理策略、扩展使用软件定义网络(SDN)、以及人工智能(AI)来监控和管理整个网络架构。对已取得成果的讨论验证了所提出的生态系统方法在可行性和定量绩效改进方面的有效性。
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引用次数: 0
A QR-Anchored Secure Offloading for Intelligent Transportation Using Planar Graph Modeling 基于平面图形建模的智能交通qr锚定安全卸载
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-03-03 DOI: 10.1109/OJCOMS.2026.3669941
Saad Alaklabi
The proliferation of connected vehicles intensifies critical challenges in computation offloading, particularly concerning security, communication stability, and scalability within Intelligent Transportation Systems (ITS). Existing offloading strategies are prone to routing loops, unstable vehicular connectivity, and are vulnerable to impersonation and Man-in-the-Middle (MitM) attacks. To address these issues, this paper proposes a novel secure offloading framework that integrates a mobility-aware planar spanner graph for robust routing and a lightweight QR-code-based protocol for decentralized authentication. The graph theoretic component dynamically constructs a stable network topology that eliminates routing loops and provides proven bounded-path stretch which ensure routing optimality under dynamic urban mobility conditions. The QR-anchored mechanism establishes an initial trust between vehicles and Roadside Units (RSUs) through a visual channel which mitigate impersonation attacks without the overhead of traditional Public Key Infrastructure (PKI). Performance of the proposed method is evaluated through extensive simulations on the Veins-OMNeT $mathcal{CC}$ /SUMO platform under a dense urban grid scenario. The results demonstrate that our solution significantly outperforms state-of-the-art baselines like Multi-Layer Task Offloading (MTO), Mx-TORU, and Delay-Sensitive Task Offloading (MAFCPTORA), achieve up to 19% lower latency, a 22% higher task success ratio, and 17% reduced computational overhead on resource-constrained On-Board Unit (OBUs). This work highlights the efficacy of combining graph-theoretic routing with lightweight cryptography to enhance the security and efficiency of ITS offloading platforms.
联网车辆的激增加剧了计算卸载方面的关键挑战,特别是在智能交通系统(ITS)的安全性、通信稳定性和可扩展性方面。现有的卸载策略容易产生路由循环,车辆连接不稳定,并且容易受到冒充和中间人(MitM)攻击。为了解决这些问题,本文提出了一种新的安全卸载框架,该框架集成了用于鲁棒路由的移动感知平面扳手图和用于分散身份验证的轻量级基于qr码的协议。图论组件动态构建了稳定的网络拓扑结构,消除了路由环路,并提供了已证明的有界路径拉伸,保证了动态城市交通条件下的路由最优性。qr锚点机制通过可视通道在车辆和路边单元(rsu)之间建立初始信任,从而减轻模拟攻击,而无需传统公钥基础设施(PKI)的开销。通过在密集城市网格场景下的vein - omnet $mathcal{CC}$ /SUMO平台上进行大量仿真,评估了所提出方法的性能。结果表明,我们的解决方案明显优于最先进的基准,如多层任务卸载(MTO)、Mx-TORU和延迟敏感任务卸载(MAFCPTORA),延迟降低了19%,任务成功率提高了22%,在资源受限的板载单元(OBUs)上减少了17%的计算开销。这项工作强调了将图论路由与轻量级加密相结合以提高ITS卸载平台的安全性和效率的有效性。
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引用次数: 0
Receive Beamforming Schemes to Mitigate Inter-Operator Pilot Contamination in RIS-Aided MIMO Networks 接收波束形成方案以减轻ris辅助MIMO网络中操作员间导频污染
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-03-02 DOI: 10.1109/OJCOMS.2026.3669382
Doğa Gürgünoğlu;Zıya Gülgün;Emil Björnson;Gabor Fodor
When reconfigurable intelligent surfaces (RISs) are integrated into cellular networks, they can give rise to inter-operator pilot contamination, severely degrading network performance. While combating this effect is possible by orthogonalizing the RIS configurations, it requires inter-operator coordination and limits the degree of configuration freedom per RIS. Therefore, in this work, we explore the use of receive beamforming to mitigate inter-operator pilot contamination in RIS-aided multiple input multiple output systems, where two operators share infrastructure and deploy RISs to enhance network coverage. We focus on uplink channel estimation and data transmission and propose a method in which the base stations (BSs) apply a novel kind of receive beamforming to suppress pilot-contaminated interference. We compare our proposed method with a previous RIS orthogonalization approach and another approach that does not eliminate inter-operator pilot contamination by formulating two schemes. In Scheme 1, the BS beamforms towards its intended channel without nulling the interfering channel while orthogonal RIS configurations mitigate pilot contamination. In Scheme 2, the BS nulls the interfering channel, removing the need for orthogonalized RIS configurations and thereby halving the number of pilots. In the baseline scheme, the BS uses the same beamformer as in Scheme 1 and the same RIS configurations as in Scheme 2, hence does not eliminate pilot contamination. We assess the performance of both schemes under different channel conditions, in terms of channel estimation mean square error and capacity bounds with imperfect channel state information. Our numerical results indicate that Scheme 2 offers a superior rate at high signal-to-noise ratios (SNRs) due to fewer pilots and comparable channel estimation accuracy, while Scheme 1 performs better at very low SNRs due to capturing more energy. However, the reduced number of pilots in Scheme 2 makes it a favorable choice for practical systems, with minimal performance loss at low SNR. Overall, the proposed beamforming approach effectively mitigates inter-operator pilot contamination.
当可重构智能表面(RISs)被集成到蜂窝网络中时,它们可能会引起运营商之间的先导污染,严重降低网络性能。虽然通过正交化RIS配置可以消除这种影响,但它需要操作人员之间的协调,并且限制了每个RIS的配置自由度。因此,在这项工作中,我们探索了在ris辅助的多输入多输出系统中使用接收波束成形来减轻运营商之间的导频污染,其中两个运营商共享基础设施并部署RISs以增强网络覆盖。针对上行信道估计和数据传输问题,提出了一种基于基站的新型接收波束形成方法来抑制导频污染干扰。我们将我们提出的方法与以前的RIS正交化方法和另一种通过制定两种方案来消除操作员间先导污染的方法进行比较。在方案1中,BS波束朝着其预期信道形成,而不会使干扰信道为零,而正交RIS配置减轻了导频污染。在方案2中,BS使干扰信道无效,消除了正交化RIS配置的需要,从而使导频数量减半。在基线方案中,BS使用与方案1相同的波束形成器和与方案2相同的RIS配置,因此无法消除导频污染。我们从信道估计均方误差和不完全信道状态信息下的容量边界两方面评估了两种方案在不同信道条件下的性能。我们的数值结果表明,由于较少的导频和相当的信道估计精度,方案2在高信噪比(SNRs)下提供了优越的速率,而方案1由于捕获更多的能量,在非常低的信噪比下表现更好。然而,方案2中导频数量的减少使其成为实际系统的有利选择,在低信噪比下性能损失最小。总的来说,所提出的波束形成方法有效地减轻了操作员间的导频污染。
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引用次数: 0
Spectrum Sharing for Satellite-Terrestrial Integrated Networks: A Spherical Poisson Hole Process-Based Approach 星地一体化网络频谱共享:基于球面泊松洞过程的方法
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-03-02 DOI: 10.1109/OJCOMS.2026.3669129
Bodong Shang;Xinyi Huang;Xiangyu Li;Chungang Yang;Xiaoli Chu;Haijun Zhang
The rapid evolution of next-generation wireless networks poses new challenges for delivering ultra-high data rates and seamless connectivity across diverse environments. In remote areas, where licensed spectrum bands in terrestrial networks (TNs) are often underutilized, it is possible to allow non-terrestrial networks (NTN) to opportunistically access these spare spectrum resources. However, such spectrum sharing must maintain TN performance while enhancing the overall performance of the satellite-terrestrial integrated network (STIN), including network capacity and area spectral efficiency. In this paper, we propose a spectrum-sharing mechanism that enables an NTN to share TN bandwidth, using a three-dimensional (3D) conical protection-zone-based approach to mitigate co-channel interference from NTN to TN users. Leveraging tools from stochastic geometry, we introduce a novel spherical Poisson hole process (SPHP) to model the spatial distribution of satellites and derive tractable expressions for user coverage probabilities and the weighted-sum area data rate (WS-ADR) of the spectrum-sharing-enabled STIN (SS-STIN). Analytical results are validated through extensive Monte Carlo simulations based on Starlink constellations. Moreover, we investigate the impact of key design parameters on coverage probabilities of typical users and the WS-ADR. Simulation results indicate that optimizing the protection angle and bandwidth allocation factor enables the proposed SS-STIN to achieve up to 30 times higher WS-ADR than STINs without spectrum sharing, and more than threefold WS-ADR compared to SS-STINs without protection zones, while ensuring that the area data rate threshold for each user type is met.
下一代无线网络的快速发展为在不同环境中提供超高数据速率和无缝连接提出了新的挑战。在偏远地区,地面网络(TNs)的许可频谱频带往往未得到充分利用,因此可以允许非地面网络(NTN)利用这些空闲频谱资源。然而,这种频谱共享必须在保持TN性能的同时,提高星地融合网(STIN)的整体性能,包括网络容量和区域频谱效率。在本文中,我们提出了一种频谱共享机制,使NTN能够共享TN带宽,使用基于三维(3D)锥形保护区的方法来减轻NTN对TN用户的同信道干扰。利用随机几何的工具,我们引入了一种新的球形泊松孔过程(SPHP)来模拟卫星的空间分布,并推导出具有频谱共享功能的STIN (SS-STIN)的用户覆盖概率和加权和面积数据速率(WS-ADR)的易于处理的表达式。通过基于Starlink星座的广泛蒙特卡罗模拟验证了分析结果。此外,我们还研究了关键设计参数对典型用户和WS-ADR覆盖概率的影响。仿真结果表明,通过优化保护角度和带宽分配因子,在保证满足各用户类型的区域数据速率阈值的前提下,所提SS-STIN的WS-ADR比无频谱共享的SS-STIN高30倍,比无保护区的SS-STIN高3倍以上。
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引用次数: 0
A Reference Functional Architecture for Network Digital Twins in 6G Systems 6G系统中网络数字孪生的参考功能体系结构
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-26 DOI: 10.1109/OJCOMS.2026.3668035
Ayat Zaki-Hindi;Paola Soto;German Castellanos;Touhid Hossain Pritom;Gaetano Volpe;Iskander Zellagui;Burkhard Hensel;Julian Jimenez;Michele Marvulli;Luís Santos;Ayse Sayin;Jean-Sébastien Sottet;Wasim Ali;Ines El-Korbi;Ion Turcanu;Andrey Belogaev;André Duarte;Ultan Kelly;Sumit Kumar;Georgy Myagkov;Stephen Parker;Mario Franke;Shajjad Hossain;Rajarshi Sanyal;Nida Shafi;Christoph Sommer;Miguel Camelo;Julien Baudouin;Régis Decorme;Maria Pia Fanti;Ramin Fuladi;Chris Murphy;Ana Pereira;Sidi Mohammed Senouci;Simon Pryor;Sébastien Faye
AI-native, programmable, and disaggregated 6G networks will be highly dynamic and distributed, demanding tools that can explain, predict, and safely optimize behavior across the edge–cloud continuum. Network Digital Twins (NDTs) promise this capability, yet current efforts in research and industry are fragmented and lack widely accepted formal definitions and architectural guidelines. This paper proposes a structured framework for NDTs in 6G, addressing these gaps by refining the conceptual foundations of NDTs, introducing a functional architecture, inherited from the 6G-TWIN EU consortium, and clarifying key components such as AI-driven workflows, the place of simulation, data management, and orchestration. Concrete examples illustrate how these components enable network automation, optimization, and predictive analytics. The paper proceeds by reviewing related work and standardization efforts, specifying functional and non-functional requirements, presenting the architecture and its various domains, and detailing lifecycle management across cloud to edge. We then report early implementations and evaluation results, and discuss security, privacy, and governance considerations, concluding with directions for validation and uptake. The key objective is to offer a cohesive reference model that guides the community in shaping NDT development, ensuring interoperability, scalability, adaptability, and seamless integration into AI-native 6G networks for improved intelligence and efficiency.
人工智能原生、可编程和分解的6G网络将是高度动态和分布式的,需要能够解释、预测和安全优化边缘云连续体行为的工具。网络数字双胞胎(Network Digital Twins, ndt)承诺了这种能力,但是目前在研究和工业中的努力是分散的,并且缺乏被广泛接受的正式定义和体系结构指导方针。本文提出了6G中ndt的结构化框架,通过细化ndt的概念基础,引入继承自6G- twin欧盟联盟的功能架构,并澄清关键组件,如人工智能驱动的工作流,模拟位置,数据管理和编排,来解决这些差距。具体的例子说明了这些组件如何实现网络自动化、优化和预测分析。本文继续回顾相关工作和标准化工作,指定功能性和非功能性需求,展示体系结构及其各种领域,并详细介绍从云到边缘的生命周期管理。然后我们报告早期的实现和评估结果,并讨论安全性、隐私和治理方面的考虑,最后给出验证和吸收的方向。关键目标是提供一个有凝聚力的参考模型,指导社区塑造无损检测开发,确保互操作性、可扩展性、适应性以及与人工智能原生6G网络的无缝集成,以提高智能和效率。
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引用次数: 0
Joint Beamforming Design for Integrated Sensing and Covert Wireless Communication 集成传感和隐蔽无线通信的联合波束形成设计
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-26 DOI: 10.1109/OJCOMS.2026.3668384
Tingting Xia;Danyang Ruan;Xiuying Zhou;Guiyang Xia;Xiaobo Zhou
This work investigates covert wireless communication in an Integrated Sensing and Communication (ISAC) system. To formulate an efficient sensing solution, we derive an analytical expression for the average Cramér-Rao Lower Bound (CRLB) and analyze the detection performance at the warden Willie, deriving a lower bound on his minimum detection error probability. Based on these results, we formulate an optimization strategy aimed at minimizing the average CRLB under communication rate and covertness constraints. To address this problem, a semidefinite relaxation (SDR) method is developed for the joint design of the sensing and covert beamformers. Furthermore, a low-complexity scheme is proposed to decouple the sensing and communication beamformers for reducing the computational complexity. Simulation results demonstrate that both proposed algorithms effectively balance target sensing performance and covert communication performance in the ISAC system.
这项工作研究了集成传感和通信(ISAC)系统中的隐蔽无线通信。为了制定高效的感知方案,我们推导了cram - rao下限(CRLB)的解析表达式,并分析了狱长Willie的检测性能,推导了其最小检测错误概率的下限。基于这些结果,我们制定了一种优化策略,旨在最小化通信速率和覆盖度约束下的平均CRLB。为了解决这一问题,提出了一种半定松弛(SDR)方法,用于传感和隐蔽波束形成器的联合设计。此外,为了降低计算复杂度,提出了一种低复杂度的传感和通信波束形成器解耦方案。仿真结果表明,两种算法都能有效地平衡ISAC系统的目标感知性能和隐蔽通信性能。
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引用次数: 0
ChainDrone: Lightweight Group Authentication and Audited Data Transfer for Drone Swarms With Blockchain Integration ChainDrone:区块链集成无人机群的轻量级组认证和审计数据传输
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-26 DOI: 10.1109/OJCOMS.2026.3668230
Somchart Fugkeaw;Channarong Chansudsuk;Nutpongpol Wongmasa;Peerapong Vipittragran
Secure, low-latency coordination is essential for collaborative UAV missions such as disaster response, precision agriculture, and environmental monitoring. However, existing Internet of Drones (IoD) authentication frameworks remain misaligned with dynamic swarm requirements: PKI-based schemes incur heavy certificate management overhead, blockchain-assisted protocols depend on continuous ledger interaction, and most lightweight solutions support only pairwise authentication without scalable group formation or auditable revocation. Even recent PUF-based approaches provide device-rooted identity but lack efficient group rekeying and verifiable control accountability. This paper proposes Chain Drone, a lightweight, auditable, and revocation-aware framework for secure authentication and data transfer in UAV swarms. ChainDrone integrates: 1) functional encryption with PUF-rooted identities to enable privacy-preserving, device-bound authentication; 2) scalable group key management using pairwise channels or an LKH-style hierarchy that supports forward/backward secrecy and $O(log n)$ revocation; and 3) a minimal, permissioned blockchain layer that records only hash commitments of control events, providing verifiable auditability without exposing sensitive data. Analytical evaluation and experimental results show that each drone incurs only one PUF-based key regeneration, a single elliptic-curve scalar multiplication, and a few hash operations during authentication, while blockchain overhead remains constant per epoch. Compared with representative lightweight and blockchain-assisted baselines, ChainDrone achieves predictable authentication and revocation costs with significantly lower on-chain gas and latency, providing a practical and scalable foundation for secure UAV swarm coordination.
安全、低延迟的协调对于协同无人机任务(如灾害响应、精准农业和环境监测)至关重要。然而,现有的无人机互联网(IoD)认证框架仍然与动态群需求不一致:基于pki的方案会产生沉重的证书管理开销,区块链辅助协议依赖于持续的分类账交互,大多数轻量级解决方案只支持配对认证,没有可扩展的组形成或可审计的撤销。即使最近基于puf的方法也提供了设备根身份,但缺乏有效的组密钥更新和可验证的控制责任。本文提出了一种轻量级的、可审计的、可撤销感知的链无人机框架,用于无人机群中的安全认证和数据传输。ChainDrone集成了:1)功能加密与puf根身份,实现隐私保护,设备绑定认证;2)可扩展的组密钥管理,使用配对通道或lkh风格的层次结构,支持前向/后向保密和$O(log n)$撤销;3)一个最小的,允许的区块链层,只记录控制事件的哈希承诺,提供可验证的可审计性,而不暴露敏感数据。分析评估和实验结果表明,在身份验证期间,每个无人机只产生一次基于puf的密钥再生、一次椭圆曲线标量乘法和少量哈希操作,而每个历元的区块链开销保持不变。与代表性的轻量级和区块链辅助基线相比,ChainDrone实现了可预测的认证和撤销成本,且链上气体和延迟显著降低,为安全的无人机群协调提供了实用和可扩展的基础。
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引用次数: 0
Joint mmWave Beamforming and RIS Phase Shift Optimization in Multi-User Group Networks Under UAV Jamming 无人机干扰下多用户群网络联合毫米波波束形成与RIS相移优化
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-26 DOI: 10.1109/OJCOMS.2026.3668366
Maria-Garyfallio Volakaki;Grigorios Papaioannou;Demosthenes Vouyioukas
This paper introduces a coordinated framework in which a base station (BS) and a Reconfigurable Intelligent Surfaces (RIS) jointly support their respective user groups while mitigating the impact of a Uncrewed Aerial Vehicle (UAV)-based jammer. Specifically, the RIS-assisted users rely on a reflective surface under attack from an UAV-jammer, and the BS simultaneously supports its own associated UEs alongside the RIS. We adopt an alternating optimization strategy that decomposes the original non-convex formulation into tractable subproblems using Block Coordinate Descent (BCD), thereby enabling multi-tier cooperation in complex interference environments. We frame our objective as the sum rate maximization, a metric for overall system performance, to maintain service quality and enhance robustness under severe jamming. The core of our methodology is the transformation of the resulting non-convex subproblems into tractable convex formulations via Semidefinite Programming (SDP). We employ a joint design of beamforming and phase shift optimization, whose combined effect leads to substantial performance improvements within the proposed framework. Extensive simulations and comparisons with existing algorithms demonstrate that this design achieves superior interference suppression and resource efficiency, significantly outperforming state-of-the-art baselines in sum rate, energy efficiency, UAV-jamming resilience and group-aware support for both BS- and RIS-served users.
本文介绍了一种协调框架,其中基站(BS)和可重构智能表面(RIS)联合支持各自的用户组,同时减轻基于无人机(UAV)的干扰器的影响。具体来说,RIS辅助用户在受到无人机干扰机攻击时依赖于反射表面,而BS同时支持与RIS相关的ue。采用交替优化策略,利用分块坐标下降(BCD)将原非凸公式分解为可处理的子问题,从而实现复杂干扰环境下的多层协作。我们将我们的目标设定为总和速率最大化,这是衡量系统整体性能的指标,以在严重干扰下保持服务质量并增强鲁棒性。我们的方法的核心是通过半定规划(SDP)将得到的非凸子问题转化为可处理的凸公式。我们采用波束形成和相移优化的联合设计,其综合效应导致在提出的框架内大幅提高性能。广泛的模拟和与现有算法的比较表明,该设计实现了卓越的干扰抑制和资源效率,在总和速率、能源效率、无人机干扰弹性和对BS和ris服务用户的群体感知支持方面显著优于最先进的基线。
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引用次数: 0
Cache-Aware Association Strategies for Energy-Efficient MEC-Enabled IIoT Networks 基于节能mec的工业物联网网络缓存感知关联策略
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-24 DOI: 10.1109/OJCOMS.2026.3667542
Ritabrata Maiti;A. S. Madhukumar;Tan Zheng Hui Ernest
Multi-access edge computing (MEC) has emerged as a key enabler for meeting the stringent performance demands of Industrial Internet of Things (IIoT) applications. However, the presence of autonomous mobile robots (AMRs) in industrial environments introduces additional complexity due to mobility-induced interference, fading conditions, and intermittent line-of-sight (LoS). This paper develops an integrated MEC-assisted IIoT framework that incorporates AMRs, small-cell base stations (SBSs), macro-cell base stations (MBSs), and edge caching capabilities. Within this framework, we investigate how different association mechanisms influence downlink energy efficiency. Three representative association strategies are considered: a distance-oriented approach, a cache-aware method that prioritizes local content availability, and a cloud-centric policy. To quantify their performance, we derive semi-analytical expressions that capture the effects of industrial propagation factors and network heterogeneity. The numerical evaluation reveals that cache-driven association markedly enhances energy efficiency compared to strategies that do not exploit edge caching, underscoring the importance of cache-centric designs in future IIoT deployments.
多接入边缘计算(MEC)已经成为满足工业物联网(IIoT)应用严格性能要求的关键推动因素。然而,在工业环境中,自主移动机器人(amr)的存在由于移动性引起的干扰、衰落条件和间歇性视线(LoS)而引入了额外的复杂性。本文开发了一个集成的mec辅助IIoT框架,该框架集成了amr、小蜂窝基站(SBSs)、宏蜂窝基站(MBSs)和边缘缓存功能。在这个框架内,我们研究了不同的关联机制如何影响下行链路的能源效率。考虑了三种具有代表性的关联策略:面向距离的方法、优先考虑本地内容可用性的缓存感知方法和以云为中心的策略。为了量化它们的表现,我们推导了捕捉产业传播因素和网络异质性影响的半解析表达式。数值评估显示,与不利用边缘缓存的策略相比,缓存驱动的关联显着提高了能源效率,强调了以缓存为中心的设计在未来工业物联网部署中的重要性。
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引用次数: 0
Interference-Free ZT DFT-s-OFDM-Based Symbiotic Backscatter Communication 基于无干扰ZT dft -s- ofdm的共生后向散射通信
IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-02-24 DOI: 10.1109/OJCOMS.2026.3667403
Fikiri Salum Uledi;Yunusemre Yilmaz;Muhammad Bilal Janjua;Cagri Ozgenc Etemoglu;Hüseyin Arslan
This article presents a unique lightweight and interference-free backscatter communication (BC) scheme based on zero tail discrete Fourier transform spread OFDM (ZT DFT-s-OFDM) waveform signals. In the proposed approach, the ZT region of the waveform is exploited to accommodate backscatter transmissions using delay shift keying (DSK) modulation. A backscatter device (BD) equipped with modulator based on acoustic-wave delay circuits conveys information by introducing deterministic delay shifts within the uncorrupted ZT portion of the ZT DFT-s-OFDM symbol, thus ensuring complete time-domain separation between the primary and BD signals. This approach effectively eliminates direct-link interference (DLI) while maintaining full compatibility with conventional receivers. To address the channel-estimation challenge, a low-complexity, non-coherent detector is developed, and its analytical performance is derived and validated through simulation. The simulations show consistency between the analytical and simulation results, demonstrating that the proposed design achieves a probability of missed detection ( $P_{mathrm {MD}}$ ) as low as $10^{-3}$ at 30 dB, therefore, confirming its robustness and suitability for low-power BC applications.
提出了一种独特的基于零尾离散傅立叶变换扩频OFDM (DFT-s-OFDM)波形信号的轻量化无干扰后向散射通信(BC)方案。在提出的方法中,利用波形的ZT区域来适应使用延迟移位键控(DSK)调制的后向散射传输。后向散射装置(BD)配备了基于声波延迟电路的调制器,通过在ZT DFT-s-OFDM符号的未损坏的ZT部分引入确定性延迟位移来传递信息,从而确保主信号和BD信号之间的完全时域分离。这种方法有效地消除了直接链路干扰(DLI),同时保持了与传统接收机的完全兼容性。为了解决信道估计的挑战,开发了一种低复杂度、非相干检测器,并通过仿真推导和验证了其分析性能。仿真结果表明,分析结果与仿真结果一致,表明所提出的设计在30 dB时实现了低检测漏检概率($P_{ mathm {MD}}$)低至$10^{-3}$,从而证实了其鲁棒性和低功耗BC应用的适用性。
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IEEE Open Journal of the Communications Society
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