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Multi-protocol updating for seamless key negotiation in quantum metropolitan networks 量子城域网中无缝密钥协商的多协议更新
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-17 DOI: 10.1364/JOCN.511999
Jiali Zhu;Yuan Cao;Mingxuan Guo;Xingyu Zhou;Chunhui Zhang;Jian Li;Xiaosong Yu;Yongli Zhao;Jie Zhang;Qin Wang
Quantum key distribution (QKD) can provide long-term security for numerous users. Currently, quantum networks are still in the early stages of small-scale deployment, most of which can only support a single QKD protocol (QKDP). However, with the advancement of various QKDPs, a single-protocol quantum network is no longer sufficient to meet the demands of multiple users, prompting the emergence of multi-protocol quantum networks. Nevertheless, the transition from a single-protocol to a multi-protocol quantum network still faces many challenging issues, such as key negotiation interruptions due to device initialization and channel calibration during protocol updating. To address the quantum key negotiation interruption problem, we propose a seamless key negotiation oriented multi-protocol updating algorithm in this work, which can fulfill the protocol updating requests of different users in quantum metropolitan networks. Furthermore, to better improve network performance while meeting diverse user demands, we propose four heuristic algorithms for optimal QKDP recommendation, focusing on their applications for multi-protocol updating in different types of typical networks. We perform the simulations with different QKDP recommendation algorithms to analyze the impact of the cache time of the key cache area on the key negotiation interruption probability and the time resource utilization. Simulation results demonstrate that the proposed algorithm can reduce the key negotiation interruption probability by 77.7% while increasing the time resource utilization by 15.3% compared to no key cache area.
量子密钥分发(QKD)可为众多用户提供长期安全保障。目前,量子网络仍处于小规模部署的早期阶段,大多数量子网络只能支持单一的 QKD 协议(QKDP)。然而,随着各种 QKDP 的发展,单协议量子网络已无法满足多用户的需求,多协议量子网络应运而生。然而,从单协议量子网络过渡到多协议量子网络仍面临许多挑战性问题,如设备初始化和协议更新期间的信道校准导致的密钥协商中断。为了解决量子密钥协商中断问题,我们在这项工作中提出了一种面向多协议更新的无缝密钥协商算法,可以满足量子城域网中不同用户的协议更新请求。此外,为了在满足不同用户需求的同时更好地提高网络性能,我们提出了四种优化 QKDP 推荐的启发式算法,重点研究了它们在不同类型典型网络中多协议更新的应用。我们使用不同的 QKDP 推荐算法进行仿真,分析密钥缓存区的缓存时间对密钥协商中断概率和时间资源利用率的影响。仿真结果表明,与没有密钥缓存区相比,所提出的算法可将密钥协商中断概率降低 77.7%,同时将时间资源利用率提高 15.3%。
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引用次数: 0
Multilayer restoration in IP-Optical networks by adjustable robust optimization and deep reinforcement learning 通过可调鲁棒性优化和深度强化学习实现 IP 光网络中的多层修复
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-14 DOI: 10.1364/JOCN.523894
Malek Bekri;Ronald Romero Reyes;Thomas Bauschert
Today, IP-Optical networks apply IP restoration as the default strategy to recover IP traffic from optical failures. This strategy has been preferred over optical restoration as it circumvents the lengthy delays involved in the reconfiguration of the optical layer. Although fast, IP restoration requires the overprovisioning of costly capacity to cope with optical failures. The advent of software-defined optical networking enables a changeover towards more efficient methods that integrate IP-Optical restoration. These methods should not only restore traffic from failures considered in the planning phase, but they should also efficiently restore traffic from unforeseen failures. This paper studies this problem by investigating optimization algorithms for capacity planning and multilayer restoration based on the theory of adjustable robust optimization (ARO). The approach performs offline optimization of the capacities of IP links as well as the routing and capacities of IP tunnels in both failure-free mode of operation and in a foreseen set of optical failures. Besides, the approach optimizes an affine policy that is applied online to recover IP traffic from unforeseen failures, thereby providing robustness to optical failures not regarded in the planning phase. To overcome the limitations of the affine policy, an alternative robust algorithm is formulated based on deep reinforcement learning (DRL) and graph neural networks (GNNs). By training a DRL-GNN agent, the performance of the restoration process is improved by further minimizing the traffic losses when unforeseen optical failures occur. Results in selected scenarios show that the algorithms outperform IP restoration in terms of capacity requirements, while minimizing the traffic losses in the case of failures. Moreover, the DRL-GNN method significantly improves the ARO-based affine algorithm, which shows the capability of learning the complex relationship between the capacity impairments caused by optical failures and the routing strategy required to restore IP traffic.
如今,IP-光网络将 IP 恢复作为从光故障中恢复 IP 流量的默认策略。与光恢复相比,这种策略更受青睐,因为它避免了光层重新配置所带来的长时间延迟。IP 恢复虽然速度快,但需要超额配置昂贵的容量来应对光故障。软件定义光网络的出现,使我们能够转向集成 IP 光恢复功能的更高效方法。这些方法不仅能从规划阶段考虑的故障中恢复流量,还能从不可预见的故障中有效恢复流量。本文以可调整鲁棒优化(ARO)理论为基础,通过研究容量规划和多层恢复的优化算法来研究这一问题。该方法在无故障运行模式和预知光故障情况下,对 IP 链路的容量以及 IP 隧道的路由和容量进行离线优化。此外,该方法还优化了仿射策略,该策略可在线应用,以从不可预见的故障中恢复 IP 流量,从而为规划阶段未考虑到的光故障提供稳健性。为了克服仿射策略的局限性,基于深度强化学习(DRL)和图神经网络(GNN)制定了另一种稳健算法。通过训练 DRL-GNN 代理,可在发生不可预见的光故障时进一步将流量损失降至最低,从而提高恢复过程的性能。选定场景中的结果表明,这些算法在容量要求方面优于 IP 恢复,同时在故障情况下最大限度地减少了流量损失。此外,DRL-GNN 方法显著改进了基于 ARO 的仿射算法,显示了学习光故障造成的容量损害与恢复 IP 流量所需的路由策略之间复杂关系的能力。
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引用次数: 0
Integrated 800 Gb/s O-band WDM optical transceiver enabled by hybrid InP-polymer photonic integration 采用 InP 聚合物混合光子集成技术的 800 Gb/s O 波段波分复用集成光收发器
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-13 DOI: 10.1364/JOCN.522903
Efstathios Andrianopoulos;Konstantinos Tokas;David de Felipe;Michael Theurer;Madeleine Weigel;Annachiara Pagano;Kostantina Kanta;Martin Kresse;Giorgos Megas;Christos Tsokos;Christos Kouloumentas;Anna Chiado Piat;Zerihun Tegegne;Maria Massaouti;Paraskevas Bakopoulos;Martin Moehrle;Patrick Runge;Norbert Keil;Panos Groumas;Hercules Avramopoulos
We propose and demonstrate a novel O-band wavelength division multiplexing (WDM) optical transceiver enabled by the hybrid photonic integration of indium phosphide (InP) components into a polymer-based photonic motherboard called PolyBoard. The optical engine hosts an eight-fold InP electro-absorption modulated laser (EML) array at the transmitter part exhibiting ${gt}{{35}};{rm{GHz}}$ electro-optical bandwidth and an eight-fold InP photodiode (PD) array at the receiver part with 50 GHz bandwidth, butt-end coupled to the PolyBoard motherboard, which accommodates passive arrayed waveguide gratings (AWGs) at the transmitter and receiver sides, responsible for performing the wavelength multiplexing and demultiplexing functionalities, respectively. What we believe to be a novel thin-film-based O-band half-wave plate is placed at the receiver side AWG, ensuring the polarization insensitivity of the prototype. The optical engine’s design is discussed in the manuscript, demonstrating experimental results from its static and dynamic evaluation. Individual characterization of the transmitter and receiver sides of the optical engine is presented before evaluating the optical engine as a whole in a loopback configuration. The obtained results underscore the potential of the proposed hybrid photonic integrated transceiver for supporting 800 Gb/s capacity in intra-datacenter optical interconnects for transmission distances up to 2 km.
我们提出并演示了一种新型 O 波段波分复用(WDM)光收发器,该收发器通过将磷化铟(InP)元件混合光子集成到名为 PolyBoard 的聚合物基光子主板中来实现。该光学引擎在发射器部分安装了一个八倍 InP 电吸收调制激光器(EML)阵列,具有 ${gt}{35}};{rm{GHz}}$电光带宽,接收器部分有一个带宽为50 GHz的八倍InP光电二极管(PD)阵列,对接端耦合到PolyBoard主板上,该主板在发射器和接收器一侧安装了无源阵列波导光栅(AWG),分别负责执行波长复用和解复用功能。我们认为,接收器侧的波导光栅采用了一种基于薄膜的新型 O 波段半波板,确保了原型的偏振不敏感性。手稿中讨论了光学引擎的设计,并展示了其静态和动态评估的实验结果。在对环回配置中的整个光学引擎进行评估之前,先介绍了光学引擎发射端和接收端的单独特性。所获得的结果证明了所提出的混合光子集成收发器在数据中心内部光互连中支持 800 Gb/s 容量的潜力,其传输距离可达 2 千米。
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引用次数: 0
End-to-end optimization of optical communication systems based on directly modulated lasers 基于直接调制激光器的端到端光通信系统优化
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-12 DOI: 10.1364/JOCN.522761
Sergio Hernandez;Christophe Peucheret;Francesco Da Ros;Darko Zibar
The use of directly modulated lasers (DMLs) is attractive in low-power, cost-constrained short-reach optical links. However, their limited modulation bandwidth can induce waveform distortion, undermining their data throughput. Traditional distortion mitigation techniques have relied mainly on the separate training of transmitter-side pre-distortion and receiver-side equalization. This approach overlooks the potential gains obtained by simultaneous optimization of the transmitter (constellation and pulse shaping) and receiver (equalization and symbol demapping). Moreover, in the context of DML operation, the choice of laser-driving configuration parameters such as the bias current and peak-to-peak modulation current has a significant impact on system performance. We propose, to our knowledge, a novel end-to-end optimization approach for DML systems, incorporating the learning of bias and peak-to-peak modulation current to the optimization of constellation points, pulse shaping, and equalization. The simulation of the DML dynamics is based on the use of the laser rate equations at symbol rates between 15 and 25 Gbaud. The resulting output sequences from the rate equations are used to build a differentiable data-driven model, simplifying the calculation of gradients needed for end-to-end optimization. The proposed end-to-end approach is compared to three additional benchmark approaches: the uncompensated system without equalization, a receiver-side finite impulse response equalization approach, and an end-to-end approach with learnable pulse shape and nonlinear Volterra equalization but fixed bias and peak-to-peak modulation current. The numerical simulations on the four approaches show that the joint optimization of bias, peak-to-peak current, constellation points, pulse shaping, and equalization outperforms all other approaches throughout the tested symbol rates.
在低功耗、成本有限的短距离光链路中,使用直接调制激光器(DML)很有吸引力。然而,其有限的调制带宽会导致波形失真,影响数据吞吐量。传统的失真缓解技术主要依赖于发射端预失真和接收端均衡的单独训练。这种方法忽视了同时优化发送器(星座和脉冲整形)和接收器(均衡和符号解映射)所带来的潜在收益。此外,在 DML 运行中,激光驱动配置参数(如偏置电流和峰峰调制电流)的选择对系统性能有重大影响。我们为 DML 系统提出了一种新颖的端到端优化方法,将偏置和峰峰调制电流的学习与星座点、脉冲整形和均衡的优化结合起来。DML 动态仿真基于符号速率在 15 和 25 Gbaud 之间的激光速率方程。速率方程产生的输出序列用于建立可微分的数据驱动模型,从而简化端到端优化所需的梯度计算。建议的端到端方法与另外 3 种基准方法进行了比较:无均衡的无补偿系统、接收端有限脉冲响应均衡方法以及具有可学习脉冲形状和非线性 Volterra 均衡但具有固定偏置和峰峰调制电流的端到端方法。对这四种方法的数值模拟表明,在测试的符号率范围内,联合优化偏置、峰-峰电流、星座点、脉冲整形和均衡的方法优于所有其他方法。
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引用次数: 0
Priority-weight-based computing and spectrum resource scheduling for dependent tasks in EON-supported computing first networks 基于优先级权重的计算和频谱资源调度,适用于 EON 支持的计算先行网络中的依赖性任务
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-12 DOI: 10.1364/JOCN.522386
Jingjie Xin;Xin Li;Lu Zhang;Yongjun Zhang;Shanguo Huang
The computing first network (CFN) supported by the elastic optical network (EON) is proposed as an innovative information infrastructure, where end users can access computing resources on demand. However, since the link capacity is limited, the network capacity bottleneck may cause task offloading failures even with sufficient computing resources. This paper proposes a cost-efficient computing and spectrum resource scheduling scheme to solve the above problem. The goal is to determine offloading decisions for dependent tasks by minimizing the completion delay and the energy consumption on computing nodes powered by non-green energy (i.e., non-green energy consumption). A priority-weight-based computing and spectrum resource scheduling (PW-CSRS) algorithm is proposed, which can sort the execution order of sub-tasks and optimize computing node selection and spectrum allocation. PW-CSRS is compared with three benchmarks in the 52-node and 33-node systems, and simulation results show that PW-CSRS can effectively improve the acceptance ratio and reduce non-green energy consumption.
由弹性光网络(EON)支持的计算第一网络(CFN)作为一种创新的信息基础设施被提出,终端用户可以按需访问计算资源。然而,由于链路容量有限,即使计算资源充足,网络容量瓶颈也可能导致任务卸载失败。本文提出了一种具有成本效益的计算和频谱资源调度方案来解决上述问题。其目标是通过最小化完成延迟和由非绿色能源供电的计算节点的能耗(即非绿色能耗)来确定依赖任务的卸载决策。本文提出了一种基于优先权的计算和频谱资源调度(PW-CSRS)算法,该算法可以对子任务的执行顺序进行排序,并优化计算节点选择和频谱分配。将 PW-CSRS 与 52 节点和 33 节点系统中的三个基准进行了比较,仿真结果表明,PW-CSRS 能有效提高接受率并降低非绿色能耗。
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引用次数: 0
Software-defined optical networking applications enabled by programmable integrated photonics 可编程集成光子学支持软件定义的光网络应用
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-11 DOI: 10.1364/JOCN.521505
Zhenyun Xie;David Sanchez-Jacome;Luis Torrijos-Moran;Daniel Perez-Lopez
Data center networks are experiencing unprecedented exponential growth, mostly driven by the continuous computing demands in machine learning and artificial intelligence algorithms. Within this realm, optical networking offers numerous advantages, including low latency, energy efficiency, and bandwidth transparency, positioning it as a compelling alternative to its electronic counterparts. In this work, we showcase a range of software-defined optical networking applications deployed on a general-purpose programmable integrated photonic processor. Leveraging graph-based theory, we experimentally demonstrate dynamic optical interconnects, circuit switching, and multicasting on the same photonic platform, yielding remarkable results in terms of crosstalk and reconfiguration speed. Our approach harnesses the benefits of reconfigurability and reliability, paving the way for a new generation of high-performance optical devices tailored for data center and computing clusters.
数据中心网络正经历着前所未有的指数级增长,这主要是由机器学习和人工智能算法的持续计算需求所驱动。在这一领域,光网络具有众多优势,包括低延迟、高能效和带宽透明,是电子网络的理想替代品。在这项工作中,我们展示了部署在通用可编程集成光子处理器上的一系列软件定义光网络应用。利用基于图的理论,我们在同一光子平台上实验演示了动态光互连、电路交换和多播,在串扰和重新配置速度方面取得了显著成果。我们的方法利用了可重构性和可靠性的优势,为数据中心和计算集群量身定制的新一代高性能光学设备铺平了道路。
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引用次数: 0
Photonic WDM switches architecture for multi-band optical networks 用于多波段光网络的光子波分复用交换机架构
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-11 DOI: 10.1364/JOCN.522806
Shiyi Xia;Zhouyi Hu;Marijn Rombouts;Henrique Freire Santana;Yu Wang;Aref Rasoulzadeh Zali;Oded Raz;Nicola Calabretta
Addressing the capacity, low cost, and low power challenges of 6G distribution networks, this paper proposes and demonstrates a multi-band optical metro-access network architecture employing semiconductor optical amplifier (SOA)-based wavelength division multiplexing (WDM) switches as low-cost and low-power multi-band optical add-drop multiplexers (MB-OADMs) to extend the capacity beyond C-band limits. We implemented and evaluated the performance of an SOA-based MB-OADM prototype in the C- and O-bands including the network reconfigurability, the node scalability, and the capability to support high-capacity transmission. Experimental results show that the MB-OADM-based network maintains high optical signal-to-noise ratio (OSNR) values up to 35.38 dB in the C-band and 33.56 dB in the O-band over 100 km across five nodes with a 20 km linkspan in between (a total of 100 km) without additional optical amplifiers at 25 Gbps. This work also assesses the MB-OADM-based network scalability in terms of nodes and data rate. Results indicated that the architecture supports cascading through nine C-band nodes over 45 km with a 3.6 dB power penalty at 25 Gbps for a bit error rate (BER) of ${{10}^{- 6}}$ and through four O-band nodes with a 3 dB penalty at 25 Gbps for a BER of ${{10}^{- 6}}$, maintaining nearly uniform power levels across channels at a BER under the FEC threshold. It successfully demonstrates PAM-4 at 50 Gbps and 100 Gbps data rate transmission operation crossing four nodes over a 4 km distance, with 2 dB and 2.4 dB power penalty at a BER of ${{10}^{- 3}}$ in the C-band and 1.85 dB and 2.2 dB power penalty at a BER of ${{10}^{- 3}}$ in the O-band, respectively.
为了应对 6G 分配网络在容量、低成本和低功耗方面的挑战,本文提出并演示了一种多波段光城域接入网络架构,该架构采用基于半导体光放大器(SOA)的波分复用(WDM)交换机作为低成本、低功耗的多波段光分插复用器(MB-OADM),将容量扩展到 C 波段以上。我们在 C 波段和 O 波段实施并评估了基于 SOA 的 MB-OADM 原型的性能,包括网络可重构性、节点可扩展性以及支持大容量传输的能力。实验结果表明,基于 MB-OADM 的网络在 25 Gbps 的速率下,无需额外的光放大器,就能在五个节点之间保持 100 公里的高光信噪比 (OSNR),C 波段高达 35.38 dB,O 波段高达 33.56 dB。这项工作还评估了基于 MB-OADM 的网络在节点和数据速率方面的可扩展性。结果表明,在误码率(BER)为 ${{10}^{- 6}}$、速率为 25 Gbps 时,该架构支持通过 9 个 C 波段节点级联 45 千米,功率损耗为 3.6 dB;在误码率为 ${{10}^{- 6}}$、速率为 25 Gbps 时,该架构支持通过 4 个 O 波段节点级联 4 千米,功率损耗为 3 dB;在误码率低于 FEC 门限时,各信道的功率水平几乎保持一致。它成功演示了 50 Gbps 和 100 Gbps 数据传输速率的 PAM-4 传输操作,在 4 千米距离内穿越四个节点,在 C 波段误码率为 ${{10}^{- 3}}$ 时分别有 2 分贝和 2.4 分贝的功率损耗,在 O 波段误码率为 ${{10}^{- 3}}$ 时分别有 1.85 分贝和 2.2 分贝的功率损耗。
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引用次数: 0
Benefits of flexibility in current and future IM-DD based TDM-PON [Invited] (ECOC 20 ) 当前和未来光接入网络的灵活性[特邀]
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-05 DOI: 10.1364/JOCN.517487
Doutje van Veen;Amitkumar Mahadevan;Michael Straub;Robert Borkowski;Rene Bonk;Vincent Houtsma
Due to continuously emerging high bandwidth applications, research and standardization of time division multiplexed passive optical networks (TDM-PONs) have focused on increasing the peak bitrate. However, increasing the bitrate while supporting the stringent optical power budget of a PON becomes increasingly challenging because of the larger chromatic dispersion penalties as well as reduced receiver sensitivity when the bitrate of the intensity modulation with direct-detection (IM-DD) based PON is increased. Also, increasing bitrate generally causes higher power consumption, which leads to more challenging thermal designs and misalignment with environmental targets. In this paper we give an overview of flexible concepts that can help achieve the required optical power budget and support reduced power consumption of a future IM-DD based TDM-PON. We demonstrate that a flexible PON can provide an increased overall throughput or an extended reach and power budget with the use of flexible modulation formats, probabilistic and geometric shaping, and flexible rate forward error correction (FEC). Another dimension of flexibility in the form of a configurable optical distribution network (ODN) is described and its merits and challenges are discussed. Flexible concepts based on interleaving of FEC codewords can align signal processing like FEC decoding and the protocol processing closer to the user-rate of an optical network unit (ONU), which leads to reduced power consumption. Flexibility based on multiple channels based on wavelength multiplexing or spatial multiplexing enables optimization of the power consumption to the amount of traffic on the PON. Several flexible concepts have already been adopted in the PON standards. We highlight flexible gain FEC for upstream 50G PON, the transmitter dispersion eye closure (TDEC) metric, and the flexible split-ratio ODN for power saving. Flexible modulation has not been adopted yet in PON standards, but it is expected that flexibility is more and more needed to support the performance, cost effectiveness, and power conservation of future optical access systems.
由于不断涌现的高带宽应用,时分复用无源光网络(TDM-PON)的研究和标准化工作主要集中在提高峰值比特率上。然而,在提高比特率的同时支持 PON 严格的光功率预算变得越来越具有挑战性,因为当基于直接检测的强度调制(IM-DD)PON 的比特率提高时,色度色散损耗增大,接收器灵敏度降低。此外,比特率的提高通常会导致功耗增加,从而使散热设计更具挑战性,并与环境目标不一致。本文概述了灵活的概念,这些概念有助于实现所需的光功率预算,并支持降低未来基于 IM-DD 的 TDM-PON 的功耗。我们证明,通过使用灵活的调制格式、概率和几何整形以及灵活的速率前向纠错(FEC),灵活的 PON 可以提供更高的总体吞吐量或更大的覆盖范围和功率预算。本文介绍了可配置光分配网络(ODN)形式的另一种灵活性,并讨论了其优点和挑战。基于 FEC 编解码交错的灵活概念可以使信号处理(如 FEC 解码)和协议处理更接近光网络单元 (ONU) 的用户速率,从而降低功耗。基于波长多路复用或空间多路复用的多通道灵活性可根据 PON 的流量优化功耗。PON 标准中已经采用了多个灵活概念。我们重点介绍了用于上行 50G PON 的灵活增益 FEC、发射机色散眼闭合(TDEC)指标以及用于省电的灵活分光比 ODN。灵活的调制方式尚未在 PON 标准中采用,但预计未来的光接入系统越来越需要灵活的调制方式来支持性能、成本效益和节能。
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引用次数: 0
Centralized full-duplex seamless photonic mmW fronthaul link based on phase modulation 基于相位调制的集中式全双工无缝光子毫米波前端链路
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-03 DOI: 10.1364/JOCN.514977
J. Bohata;M. Botella-Campos;J. Mora;B. Ortega;S. Zvanovec
We experimentally demonstrate a photonic full-duplex seamless millimeter wave fronthaul link, based on phase modulation, to address the challenges arising from the increased demands on the mobile fronthaul capacity and network densification toward 5G and beyond. The proposed system relies on phase modulation techniques, implemented at both the central office (CO) and remote radio head (RRH), to achieve optical frequency up-conversion of the downlink (DL) signal and optical modulation of the down-converted uplink (UL) signal. Furthermore, our approach includes the frequency down-conversion of the 40 GHz UL signal through an optically generated local oscillator (LO) signal in the RRH, while the laser employed for UL data transmission is situated at the CO, simplifying the remote site’s equipment. An optical waveshaper serves here as a programmable optical filter to provide signals for DL frequency up-conversion, LO generation, and also the optical carrier for UL transmission. In our experimental validation, we have tested our proposed system using 64-quadrature amplitude modulation (64-QAM) for the DL at a frequency of 41 GHz and quadrature phase shift keying (QPSK) for the UL at a frequency of 40 GHz. Notably, our results demonstrate the successful transmission of up to 200 MHz bandwidth for both digital modulation schemes, all while maintaining the error vector magnitude (EVM) well below the specified threshold. Additionally, when employing 5G new radio (NR) orthogonal frequency-division multiplexing (OFDM) signals with the same modulation formats for both links in full-duplex communication, we achieved EVM values as low as 5.2% for the DL and 6.9% for the UL, further highlighting the efficacy and robustness of our proposed solution.
我们通过实验演示了一种基于相位调制的光子全双工无缝毫米波前端链路,以应对移动前端容量需求增加和网络密集化带来的挑战,从而实现 5G 及更高的目标。所提出的系统依靠相位调制技术,在中心局(CO)和远程射频头(RRH)实现下行链路(DL)信号的光频率上变频和下行链路(UL)信号的光调制。此外,我们的方法还包括在 RRH 中通过光学产生的本地振荡器(LO)信号对 40 GHz 的 UL 信号进行频率下变频,而用于 UL 数据传输的激光器则位于 CO,从而简化了远程站点的设备。光波形器在这里充当可编程光滤波器,为 DL 频率上变频、LO 生成和 UL 传输的光载波提供信号。在实验验证中,我们使用频率为 41 GHz 的 64-quadrature amplitude modulation(64-QAM)(用于下行链路)和频率为 40 GHz 的正交相移键控(QPSK)(用于上行链路)对所提议的系统进行了测试。值得注意的是,我们的研究结果表明,这两种数字调制方案都能成功传输高达 200 MHz 的带宽,同时将误差矢量幅度 (EVM) 保持在指定阈值以下。此外,当在全双工通信的两条链路中采用具有相同调制格式的 5G 新无线电(NR)正交频分复用(OFDM)信号时,我们实现了低至 5.2% 的下行链路 EVM 值和 6.9% 的上行链路 EVM 值,进一步凸显了我们提出的解决方案的功效和鲁棒性。
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引用次数: 0
DSP-based inter-channel interference monitoring in flexible wavelength-routed networks 灵活波长路由网络中基于 DSP 的信道间干扰监测
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-03 DOI: 10.1364/JOCN.523440
Leonardo Minelli;Gabriella Bosco;Stefano Straullu;Antonino Nespola;Stefano Piciaccia;Dario Pilori
The efficiency of optical networks employing flexible wavelength division multiplexing (WDM) can be increased by maximizing the throughput of each individual channel, provided that the position of its neighboring channel is known with sufficient accuracy in order to avoid inter-channel interference. In this paper, we propose a digital signal processing (DSP) algorithm, leveraging the use of an artificial neural network (ANN), to estimate the neighboring channels’ distance by processing raw digital samples from a standard coherent receiver. We present an efficient dataset design approach, based on Latin hypercube sampling (LHS), in order to effectively optimize and validate the algorithm under different assumptions on the optical WDM channels. We investigate the accuracy of the ANN-based DSP scheme through simulation analysis, highlighting its potential in relation to the characteristics of the optical network. Finally, we validate our approach in an experimental setup using standard commercial coherent transceivers. The experimental results show that the distance from the neighboring WDM channels can be estimated with a root mean square error of less than 1.5 GHz for a channel under test with a symbol rate of 52 GBaud.
采用灵活波分复用(WDM)技术的光网络可以通过最大限度地提高单个信道的吞吐量来提高效率,但前提是必须足够准确地知道相邻信道的位置,以避免信道间干扰。在本文中,我们提出了一种数字信号处理(DSP)算法,利用人工神经网络(ANN),通过处理来自标准相干接收器的原始数字样本来估计相邻信道的距离。我们提出了一种基于拉丁超立方采样(LHS)的高效数据集设计方法,以便在光波分复用信道的不同假设条件下有效优化和验证算法。我们通过仿真分析研究了基于 ANN 的 DSP 方案的准确性,强调了其与光网络特性相关的潜力。最后,我们在使用标准商用相干收发器的实验装置中验证了我们的方法。实验结果表明,对于符号率为 52 GBaud 的被测信道,相邻波分复用信道的距离估计均方根误差小于 1.5 GHz。
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Journal of Optical Communications and Networking
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