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Dynamic, low-latency metro-access network architecture for time-sensitive applications using SOA-based optical switching and supervisory channel FPGA control 使用基于soa的光交换和监控通道FPGA控制的时间敏感应用的动态、低延迟城域接入网络架构
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-14 DOI: 10.1364/JOCN.564881
Henrique Freire Santana;Ali Mefleh;Nicola Calabretta
This work presents a metro-access network architecture designed to meet the stringent requirements of time-sensitive applications in emerging 5G and 6G networks. The proposed architecture leverages semiconductor optical amplifier-based optical add-drop multiplexers and FPGA-based controllers to enable dynamic, low-latency operation suitable for applications with critical latency and jitter demands. We introduce a control plane protocol that allows for deterministic time-slotted resource reservation, ensuring transparent optical switching and minimizing latency. We validate the architecture through a prototype implementation in a ring network topology, demonstrating latency-bounded operation. Experimental results show that the network achieves sub-microsecond reconfiguration times and stable latency performance, with transparency crossing up to six nodes and a data recovery time of 100 ns at ${-}{17};{rm dBm}$, making the architecture a potential solution for federated computing and edge cloud scenarios.
本工作提出了一种城域接入网架构,旨在满足新兴5G和6G网络中时间敏感应用的严格要求。所提出的架构利用基于半导体光放大器的光加丢多路复用器和基于fpga的控制器来实现动态、低延迟的操作,适用于具有临界延迟和抖动需求的应用。我们引入了一个控制平面协议,允许确定性的时隙资源保留,确保透明的光交换和最小化延迟。我们通过环形网络拓扑中的原型实现验证了该体系结构,演示了延迟受限操作。实验结果表明,该网络实现了亚微秒级的重构时间和稳定的延迟性能,透明度跨越多达6个节点,在${-}{17}下的数据恢复时间为100 ns;{rm dBm}$,使该架构成为联邦计算和边缘云场景的潜在解决方案。
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引用次数: 0
Flexible transport networks for future C-RAN [Invited] 未来C-RAN的灵活传输网络[特邀]
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-09 DOI: 10.1364/JOCN.567983
Paola Iovanna;Alberto Bianchi;Giulio Bottari;Fabio Del Vasto;Teresa Pepe;Filippo Ponzini;Marzio Puleri;Stefano Stracca;Fabio Ubaldi;Masahisa Kawashima;Manabu Sugihara;Tomoo Takahara;Kazuto Nishimura;Yasuhiko Aoki
The rapid growth of artificial intelligence and digital services is generating a vast amount of data, imposing tight performance requirements, and raising concerns about energy efficiency and sustainability. This paper introduces and reports a concrete deployment of a flexible transport network for future Cloud Radio Access Network (C-RAN) to support three key use cases such as metropolitan-scale elastic load balancing, local statistical multiplexing, and multi-operator infrastructure sharing. The Innovative Optical and Wireless Network Global Forum initiative is proposing the deployment of optical technology in future C-RAN architectures, thanks to its ability to ensure deterministic latency and reduce power consumption. Integrating optical technology with packet technology can enhance wavelength usage efficiency and resource optimization through dynamic resource allocation, efficient infrastructure sharing, and stringent performance standards. However, several challenges arise when combining packet and optical technologies such as congestion control in packet networks and efficient integration between the two technologies. Two models of supporting multi-operator infrastructure are presented for the three use cases, and a solution is proposed and assessed through simulations and a proof-of-concept demonstrator.
人工智能和数字服务的快速发展正在产生大量数据,对性能提出了严格的要求,并引发了对能源效率和可持续性的担忧。本文介绍并报告了未来云无线接入网(C-RAN)灵活传输网络的具体部署,以支持三个关键用例,如城域规模弹性负载平衡、本地统计复用和多运营商基础设施共享。创新光学和无线网络全球论坛倡议提议在未来的C-RAN架构中部署光学技术,因为它能够确保确定性延迟和降低功耗。将光技术与分组技术相结合,可以通过动态的资源分配、高效的基础设施共享和严格的性能标准,提高波长利用效率和资源优化。然而,当分组与光技术相结合时,会出现一些挑战,例如分组网络中的拥塞控制以及两种技术之间的有效集成。针对这三种用例,提出了两种支持多运营商基础设施的模型,并通过仿真和概念验证验证提出了解决方案并进行了评估。
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引用次数: 0
MOVE-CU: multi-vendor OpenROADM enhances a virtual environment supporting remote CU-UP migration in a 5G radio network [Invited] MOVE-CU:多厂商OpenROADM增强了一个虚拟环境,支持5G无线网络中的远程CU-UP迁移[邀请]
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-08 DOI: 10.1364/JOCN.574058
Abhishek Bhattacharyya;Linqi Xiao;Aparaajitha Gomathinayakam Latha;Muhammad Ridwanur Rahim;Nathan Ellsworth;Venkateswarlu Gudepu;Andrea Fumagalli;Koteswararao Kondepu
Fifth-generation and beyond (B5G) networks must handle stringent requirements for ultra-low latency, high reliability, and dynamic service provisioning across decentralized environments. While container-based live migration has emerged as a flexible mechanism to ensure service continuity during failures and overload scenarios, most proposed approaches are reactive and lack integration with the transport layer and automation through real-time resource orchestration. This work presents a proactive migration framework that tightly couples a 5G radio access network (RAN) architecture with an OpenROADM-compliant optical transport network (OTN) testbed. By leveraging dynamic optical wavelength service creation and container-based network function virtualization, the presented framework enables seamless live migration of the gNB (next generation) central unit–user plane (CU-UP) between two remote locations without disconnecting the supported mobile services. A custom xApp within the near-real-time RAN intelligent controller (Near-RT RIC) monitors system performance metrics and employs predictive analytics to trigger the proactive CU-UP container migration ahead of a probable server overload scenario. A robot framework-based automation platform ensures coordinated orchestration between the compute and transport layer resource allocation to achieve a successful live migration of the container running the CU-UP. Experimental results confirm that the proposed approach achieves near-zero mobile user service downtime, demonstrating its effectiveness in meeting the end-to-end quality of service (QoS) requirements of B5G applications.
第五代及以上(B5G)网络必须满足超低延迟、高可靠性和跨分散环境的动态业务供应的严格要求。虽然基于容器的实时迁移已经成为一种灵活的机制,可以确保在故障和过载情况下的服务连续性,但大多数建议的方法都是被动的,缺乏与传输层的集成,也缺乏通过实时资源编排实现的自动化。这项工作提出了一个主动迁移框架,该框架将5G无线接入网(RAN)架构与符合openroadm的光传输网络(OTN)测试平台紧密耦合。通过利用动态光波长业务创建和基于容器的网络功能虚拟化,所提出的框架能够在两个远程位置之间实现gNB(下一代)中央单位用户平面(CU-UP)的无缝实时迁移,而无需断开所支持的移动服务。近实时RAN智能控制器(Near-RT RIC)中的自定义xApp监视系统性能指标,并使用预测分析在可能的服务器过载场景之前触发主动的CU-UP容器迁移。基于机器人框架的自动化平台确保了计算层和传输层资源分配之间的协调编排,以实现运行CU-UP的容器的成功实时迁移。实验结果证实,该方法实现了接近零的移动用户业务停机时间,证明了其在满足B5G应用的端到端服务质量(QoS)要求方面的有效性。
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引用次数: 0
Upstream receiver IQ impairment analysis and compensation in coherent digital subcarrier multiplexing passive optical networks 相干数字副载波复用无源光网络中上游接收机IQ损伤分析与补偿
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-08 DOI: 10.1364/JOCN.574471
Yongzhu Hu;Junhao Zhao;An Yan;Penghao Luo;Xuyu Deng;Huayuan Qin;Renle Zheng;Aolong Sun;Sizhe Xing;Chao Shen;Ziwei Li;Jianyang Shi;Zhixue He;Nan Chi;Junwen Zhang
The growing demand for high-capacity and flexible access has made digital subcarrier multiplexing (DSCM)-based coherent passive optical networks (PONs) increasingly attractive. However, in upstream transmission, amplitude, phase, and skew mismatches between the in-phase (I) and quadrature (Q) branches at the receiver of the optical line terminal may lead to image interference between symmetric subcarriers, thus degrading the system performance. To address this issue, this work theoretically analyzes the impairment mechanism and proposes a data-aided $8 times 4$ real-valued multi-input multi-output (MIMO) equalization scheme for joint compensation. To our knowledge, this is the first experimental demonstration of MIMO-based subcarrier joint equalization for receiver IQ impairment compensation in the burst-mode upstream reception. Experimental results show that the proposed MIMO achieves stable compensation for IQ skew up to $pm {40};{rm ps}$ and IQ gain imbalance from ${-}{8}$ to ${+}{7};{rm dB}$ in dual-subcarrier systems, while maintaining a Q-penalty within 0.5 dB under frequency offsets up to 500 MHz. A 400G TFDM-PON upstream system is further demonstrated, achieving ${-}{29.1};{rm dBm}$ receiver sensitivity and a 32.1 dB power budget. These results provide a practical solution for IQ impairment mitigation and support robust, scalable deployment of coherent DSCM-based access networks.
对高容量和灵活接入的需求日益增长,使得基于数字子载波复用(DSCM)的相干无源光网络(pon)越来越有吸引力。然而,在上行传输中,光线路终端接收端的同相(I)和正交(Q)支路之间的幅度、相位和偏度不匹配可能导致对称子载波之间的图像干扰,从而降低系统性能。为了解决这一问题,本工作从理论上分析了减值机制,并提出了一种数据辅助的8 × 4$实值多输入多输出(MIMO)联合补偿均衡方案。据我们所知,这是基于mimo的子载波联合均衡在突发模式上游接收中用于接收机智商损伤补偿的第一个实验演示。实验结果表明,所提出的MIMO对IQ偏差的补偿稳定,补偿幅度可达$pm {40};{ rm ps} $和智商获得不平衡从$ {-}{8}$ $ {+}{7};{rm dB}$在双副载波系统中,同时在高达500 MHz的频率偏移下保持0.5 dB以内的Q-penalty。进一步演示了400G TFDM-PON上游系统,实现${-}{29.1};{rm dBm}$接收机灵敏度和32.1 dB功率预算。这些结果为减轻IQ损伤提供了一种实用的解决方案,并支持基于相干dscm的接入网络的稳健、可扩展部署。
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引用次数: 0
SDN-controlled open RAN X-haul with point-to-multipoint transceivers on a horseshoe network sdn控制的开放式RAN X-haul在马蹄形网络上具有点对多点收发器
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-07 DOI: 10.1364/JOCN.568073
Margita Radovic;Andrea Sgambelluri;Filippo Cugini;Rafal Kapuscinski;Mohammad Hosseini;Stephen Parker;Revaz Berozashvili;Francesco Paolucci;Antonio Napoli;Nicola Sambo
Open RAN (O-RAN) is an architectural framework for 5G and beyond that enables an open, interoperable RAN infrastructure, with the centralized unit handling higher-layer functions and mobility management, and the distributed unit (DU) managing real-time, lower-layer operations near the radio units. Due to its inherently hub-and-spoke architecture, O-RAN is well suited for integrating point-to-multipoint (P2MP) coherent transceivers, enabled by digital subcarrier multiplexing (DSCM), to improve efficiency and reduce costs. On the other hand, the shift toward network disaggregation, driven by software-defined networking, promotes interoperability and automation. However, the control of commercially available P2MP transceivers remains proprietary, highlighting the need for open and standardized management frameworks. Therefore, we first propose an augmentation of the OpenConfig YANG data model for terminal devices to control DSCM and coherent P2MP transceivers. An experimental demonstration is shown in an integrated data and control plane testbed. Then, the first experimental implementation of Open RAN X-haul using P2MP transceivers on horseshoe optical networks is reported. 5G DU and P2MP leaf transceivers are dynamically activated according to cell traffic conditions to optimize energy efficiency.
开放RAN (O-RAN)是5G及以后的架构框架,可实现开放、可互操作的RAN基础设施,其中集中式单元处理高层功能和移动性管理,分布式单元(DU)管理无线电单元附近的实时、低层操作。由于其固有的轮辐结构,O-RAN非常适合集成由数字子载波复用(DSCM)实现的点对多点(P2MP)相干收发器,以提高效率并降低成本。另一方面,由软件定义网络驱动的向网络分解的转变促进了互操作性和自动化。然而,对商用P2MP收发器的控制仍然是专有的,这突出了对开放和标准化管理框架的需求。因此,我们首先提出对终端设备的OpenConfig YANG数据模型进行扩展,以控制DSCM和相干P2MP收发器。在数据与控制平面集成试验台上进行了实验验证。然后,报告了在马蹄形光网络上使用P2MP收发器的Open RAN X-haul的第一个实验实现。5G DU和P2MP叶片收发器根据小区交通状况动态激活,以优化能源效率。
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引用次数: 0
50 ms optical-layer failure recovery via fast-switching wavelength-selective switches and segment-based shared protection 通过快速切换波长选择开关和基于段的共享保护实现50 ms光层故障恢复
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-07 DOI: 10.1364/JOCN.569358
Junyue He;Shudan Han;Luo Han;Zeshan Chang;Tianhai Chang;Gangxiang Shen
Indeed, network protection is a well-established topic. However, achieving 50 ms failure recovery in the optical layer using shared protection capacity has long been an aspiration in the telecommunications community. This objective has remained elusive due to the limited reconfiguration speed of wavelength-selective switches (WSSs). Recent advancements in WSS technology, however, which enable fast switching on the order of 10–20 ms, have renewed optimism regarding the feasibility of achieving this aspiration. To make this vision a reality, we consider a segment-based protection scheme—termed shared backup segment protection (SBSP)—that leverages fast-switching WSSs. To efficiently allocate protection resources under the proposed SBSP framework, we first formulate an integer linear programming (ILP) model that jointly minimizes both the required spare capacity and the maximum failure recovery time. Additionally, we design a heuristic algorithm, virtual graph-based SBSP (VG-SBSP), to support time-constrained resource allocation for protected services. Simulation results demonstrate that VG-SBSP significantly outperforms traditional approaches by requiring fewer protection resources while satisfying stringent recovery time constraints. In the small-scale network, VG-SBSP achieves near-optimal results closely matching those of the ILP model. In large-scale topologies, VG-SBSP successfully accommodates the highest number of services while maintaining low spare capacity redundancy. Furthermore, we analyze the impact of WSS switching speed on the resource allocation and service establishment performance of SBSP.
事实上,网络保护是一个公认的话题。然而,利用共享保护容量在光层实现50毫秒的故障恢复一直是电信界的愿望。由于波长选择开关(wss)的重构速度有限,这一目标仍然难以实现。然而,WSS技术的最新进展使10-20毫秒的快速开关成为可能,这使人们对实现这一目标的可行性重新感到乐观。为了实现这一愿景,我们考虑了一种基于段的保护方案——称为共享备份段保护(SBSP)——它利用了快速切换的wss。为了在提出的SBSP框架下有效地分配保护资源,我们首先建立了一个整数线性规划(ILP)模型,使所需的备用容量和最大故障恢复时间同时最小化。此外,我们设计了一种启发式算法,基于虚拟图的SBSP (VG-SBSP),以支持受保护服务的时间约束资源分配。仿真结果表明,VG-SBSP在满足严格的恢复时间约束的同时,所需的保护资源更少,明显优于传统方法。在小规模网络中,VG-SBSP模型的结果接近于ILP模型的最优结果。在大规模拓扑中,VG-SBSP能够在保持低冗余容量的情况下,成功容纳最多的业务。此外,我们还分析了WSS切换速度对SBSP资源分配和服务建立性能的影响。
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引用次数: 0
Introduction to the JOCN Special Issue on Optimized and AI/ML Enabled Future Optical Networks 关于优化和AI/ML支持的未来光网络的JOCN特刊简介
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-02 DOI: 10.1364/JOCN.579867
Zuqing Zhu;Lena Wosinska;Daniel Kilper
This special issue contains a collection of extended papers presented at the Future Optical Networks and Communications (FONC) Symposium in the IEEE Future Network World Forum (FNWF), 15–17 October 2024, Dubai, UAE, as well as papers from the open call. We present a brief introduction followed by an overview of the topics covered in the papers.
本期特刊收录了2024年10月15日至17日在阿联酋迪拜举行的IEEE未来网络世界论坛(FNWF)的未来光网络与通信(FONC)研讨会上发表的扩展论文,以及公开征集的论文。我们提供了一个简短的介绍,然后概述了论文中涉及的主题。
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引用次数: 0
Multi-user latency synchronization algorithm for an immersive metaverse experience in optical cloud networks 光云网络中沉浸式元宇宙体验的多用户延迟同步算法
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-01 DOI: 10.1364/JOCN.567813
Yike Jiang;Xin Li;Yongli Zhao;Meng Lian;Jie Zhang
The metaverse demands tightly synchronized latency among users to ensure coherent and immersive multi-user interactions. However, latency discrepancies caused by heterogeneous cloud selection and network routing significantly degrade the quality of collaboration. To address this multi-user latency synchronization (MULS) challenge, this paper proposes a multi-user cloud-network collaborative architecture based on the optical cloud network (OCN), which leverages fine-grained optical transport network (fgOTN) technology to provide synchronized and low-latency connectivity for multiple users. Built upon the proposed architecture, we propose a service experience model to quantify user experience from the perspective of latency synchronization, based on which we design the multi-user latency synchronization algorithm (MULSA) that jointly optimizes cloud node selection and routing strategies. Simulation results demonstrate that MULSA improves the overall service experience by 20%–30% and increases the service success rate by 3%–10% compared to baseline algorithms.
虚拟世界需要用户之间紧密同步的延迟,以确保连贯和沉浸式的多用户交互。然而,由异构云选择和网络路由引起的延迟差异显著降低了协作的质量。为了解决这一多用户延迟同步(MULS)挑战,本文提出了一种基于光云网络(OCN)的多用户云网络协作架构,该架构利用细粒度光传输网络(fgOTN)技术为多用户提供同步和低延迟连接。在此基础上,提出了从延迟同步角度量化用户体验的服务体验模型,并在此基础上设计了共同优化云节点选择和路由策略的多用户延迟同步算法(MULSA)。仿真结果表明,与基准算法相比,MULSA的整体服务体验提高了20% ~ 30%,服务成功率提高了3% ~ 10%。
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引用次数: 0
Secret key rate-adaptive inter-domain key service provisioning in heterogeneous protocol-based multi-domain quantum networks 基于异构协议的多域量子网络中密钥速率自适应域间密钥业务提供
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-01 DOI: 10.1364/JOCN.563475
Xinyu Chen;Yuan Cao;Yue Chen;Shan Yang;Yuhang Liu;Yazi Wang;Mingxuan Guo;Xiaosong Yu;Yongli Zhao;Qin Wang
Quantum key distribution (QKD), as one of the pivotal technologies for future-proof security, is progressing toward large-scale networking. Since different QKD protocols have their own potential advantages and shortcomings, the interconnection of metropolitan quantum networks based on heterogeneous protocols is an important step to realize a wide-area quantum network. In this scenario, the provision of inter-domain key services still faces challenges in terms of success probability, security level, and the balance between key supply and demand. Targeting these challenges, this work proposes four secret key rate (SKR) adaptive inter-domain key service provisioning policies based on the dynamic node bypass and elastic SKR slicing, namely, IrB-IaB (inter-domain bypass and intra-domain bypass), IrS-IaS (inter-domain slicing and intra-domain slicing), IrB-IaS (inter-domain bypass and intra-domain slicing), and IrS-IaB (inter-domain slicing and intra-domain bypass). The proposed policies are applicable to multi-domain quantum networks with heterogeneous protocols such as GG02-based metropolitan and BB84-based inter-domain connections, as well as BB84-based metropolitan and TF-based inter-domain connections. Furthermore, the inter-domain key service provisioning model is formulated, and four corresponding SKR-adaptive inter-domain key service provisioning algorithms are designed. Simulation results show that the IrS-IaS algorithm performs better in terms of success probability as well as the equilibrium degree between key supply and demand. The security level is quantitatively evaluated through the number of trusted relays. The IrB-IaB algorithm achieves the lowest number of trusted relays, which is more than 20% lower than the benchmark algorithm, resulting in a higher security level and lower cost. The key resource utilization efficiency is assessed via the equilibrium degree. Both the IrB-IaS and IrS-IaB algorithms have the potential to balance the effectiveness and reliability of quantum networks. In particular, the IrS-IaB algorithm is beneficial in achieving the best trade-off between key resource utilization efficiency and security level.
量子密钥分发(QKD)作为面向未来安全的关键技术之一,正朝着大规模网络化的方向发展。由于不同的QKD协议都有各自潜在的优势和不足,因此基于异构协议的城域量子网络互连是实现广域量子网络的重要一步。在这种情况下,域间密钥服务的提供仍然面临成功概率、安全级别和密钥供需平衡等方面的挑战。针对这些挑战,本文提出了四种基于动态节点绕过和弹性SKR切片的密钥速率(SKR)自适应域间密钥服务提供策略,即IrB-IaB(域间绕过和域内绕过)、IrS-IaS(域间切片和域内切片)、IrB-IaS(域间绕过和域内切片)和IrS-IaB(域间切片和域内绕过)。本策略适用于具有异构协议的多域量子网络,如基于gg02的城域连接和基于bb84的域间连接,以及基于bb84的城域连接和基于tf的域间连接。在此基础上,建立了域间密钥服务提供模型,设计了四种相应的自适应skr的域间密钥服务提供算法。仿真结果表明,IrS-IaS算法在成功概率和关键供需均衡程度方面都有较好的表现。通过可信中继的数量定量评估安全级别。IrB-IaB算法实现了最少的可信中继数,比基准算法减少了20%以上,从而实现了更高的安全级别和更低的成本。通过均衡度来评价关键资源的利用效率。IrB-IaS和IrS-IaB算法都有潜力平衡量子网络的有效性和可靠性。特别是,IrS-IaB算法有利于实现关键资源利用效率和安全级别之间的最佳权衡。
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引用次数: 0
Multi-task localization based on Φ-OTDR: composite vibration recognition, synchronous localization, and co-trench position 基于Φ-OTDR的多任务定位:复合振动识别、同步定位和共沟定位
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-01 DOI: 10.1364/JOCN.561775
Wenxin Liu;Hui Yang;Zhiwei Wang;Qiuyan Yao;Mingyuan Wu;Tiankuo Yu;Jie Zhang;Mohamed Cheriet
In optical fiber networks, ensuring reliability is crucial as both newly activated and pre-existing associated services encounter co-trenching risks and potential security threats. To address these challenges, we propose a $Phi$-OTDR-based multi-task localization framework integrating composite vibration event recognition, synchronous localization, and co-trench position detection. Analyzing real-time vibration signals, our method achieves 95.41% event synchronous positioning, 99.50% event classification, and 92.25% co-trench location accuracy, with 98.17% robustness on 400 test samples. These results demonstrate the effectiveness of the proposed framework in enhancing the safety of optical fibers and supporting the stable operation of optical fiber networks.
在光纤网络中,确保可靠性至关重要,因为新激活的和已有的相关业务都会遇到共沟风险和潜在的安全威胁。为了解决这些挑战,我们提出了一个基于$Phi$- otdr的多任务定位框架,该框架集成了复合振动事件识别、同步定位和共沟槽位置检测。通过对实时振动信号的分析,该方法的事件同步定位准确率为95.41%,事件分类准确率为99.50%,共沟定位准确率为92.25%,在400个测试样本上的鲁棒性为98.17%。这些结果证明了该框架在提高光纤安全性和支持光纤网络稳定运行方面的有效性。
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引用次数: 0
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Journal of Optical Communications and Networking
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