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Security and privacy-awareness in a software-defined fog computing network for the Internet of Things 物联网软件定义雾计算网络中的安全和隐私意识
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-09-01 DOI: 10.1016/j.osn.2021.100616
Abdulrahman Alamer

Issues of high energy costs and a time delay factor currently pose a considerable challenge to the success of the Internet of Things (IoT). Accordingly, fog computing (fog-C) has been introduced as a new paradigm to address both the high bandwidth cost and time delay issues that can result from transmitting sensing data all the way to centralized cloud servers. In addition, the optical fog-C network has been introduced to improve packet transmission among a group of connected fog nodes to support services to the end-user, with a minimum time delay. However, since network traffic management issues, such as building a network topology for supporting network traffic rules, have not been systematically recognized in optical or wireless fog-C, the fog-C network system itself is still not sufficiently dynamic to completely address these energy costs and latency issues. Thus, many studies have been suggested to integrate a software defined network (SDN) into the fog-C network system to present a software defined fog-C (SDFC) network architecture in order to eliminate the aforementioned issues associated with IoT applications. However, integrating the SDN with the fog-C system may generally result in introducing specific security and privacy challenges to the fog-C network topology system due to its distinctive features. This paper will review the overall promising advantages of SDFC networks, with a consideration of security and privacy threats associated with the fog-C network topology as well as possible solutions.

目前,高能源成本和时间延迟因素问题对物联网(IoT)的成功构成了相当大的挑战。因此,雾计算(fog- c)作为一种新的范例被引入,以解决将传感数据一直传输到集中式云服务器可能导致的高带宽成本和时间延迟问题。此外,引入了光雾c网络,以提高一组连接的雾节点之间的数据包传输,以最小的延迟支持对最终用户的服务。然而,由于光纤或无线fog-C尚未系统地认识到网络流量管理问题,例如构建支持网络流量规则的网络拓扑结构,因此fog-C网络系统本身仍然没有足够的动态能力来完全解决这些能源成本和延迟问题。因此,许多研究建议将软件定义网络(SDN)集成到fog-C网络系统中,以呈现软件定义的fog-C (SDFC)网络架构,以消除上述与物联网应用相关的问题。但是,由于fog-C网络拓扑系统具有独特的特性,因此在将SDN与fog-C系统集成时,通常会给其带来特定的安全和隐私挑战。本文将回顾SDFC网络的整体优势,并考虑与fog-C网络拓扑相关的安全和隐私威胁以及可能的解决方案。
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引用次数: 10
Topological approach to measure the recoverability of optical networks 测量光网络可恢复性的拓扑方法
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-09-01 DOI: 10.1016/j.osn.2021.100617
Peng Sun, Zhidong He, Robert E. Kooij, Piet Van Mieghem

Optical networks are vulnerable to failures due to targeted attacks or large-scale disasters. The recoverability of optical networks refers to the ability of an optical network to return to a desired performance level after suffering topological perturbations such as link failures. This paper proposes a general topological approach and recoverability indicators to measure the network recoverability for optical networks for two recovery scenarios: 1) only the links which are damaged in the failure process can be recovered and 2) links can be established between any pair of nodes that have no link between them after the failure process. We use the robustness envelopes of realizations and the histograms of two recoverability indicators to illustrate the impact of the random failure and recovery processes on the network performance. By applying the average two-terminal reliability and the network efficiency as robustness metrics, we employ the proposed approach to assess 20 real-world optical networks. Numerical results validate that the network recoverability is coupled to the network topology, the robustness metric and the recovery strategy. We further show that a greedy recovery strategy could provide a near-optimal recovery performance for the robustness metrics. We investigate the sensitivity of network recoverability and find that the sensitivity of the recoverability indicators varies according to different robustness metrics and scenarios. We also find that assortativity has the strongest correlation with both recoverability indicators.

光网络容易受到针对性攻击或大规模灾难的破坏。光网络的可恢复性是指光网络在遭受拓扑扰动(如链路故障)后恢复到预期性能水平的能力。本文提出了一种测量光网络网络可恢复性的通用拓扑方法和可恢复性指标,用于两种恢复场景:1)只有在故障过程中损坏的链路可以恢复,2)故障过程后任意对节点之间没有链路的节点之间可以建立链路。我们使用实现的鲁棒性包络和两个可恢复性指标的直方图来说明随机故障和恢复过程对网络性能的影响。通过采用平均双端可靠性和网络效率作为鲁棒性指标,我们采用所提出的方法评估了20个真实的光网络。数值结果验证了网络可恢复性与网络拓扑结构、鲁棒性度量和恢复策略是耦合的。我们进一步证明了贪婪恢复策略可以为鲁棒性指标提供接近最优的恢复性能。我们研究了网络可恢复性的敏感性,发现可恢复性指标的敏感性根据不同的鲁棒性度量和场景而变化。我们还发现,分类性与两个可恢复性指标有最强的相关性。
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引用次数: 5
Optimization algorithms for the proactive configuration of elastic optical networks under jamming attacks and demand uncertainty 弹性光网络在干扰攻击和需求不确定性下的主动配置优化算法
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-09-01 DOI: 10.1016/j.osn.2021.100618
K. Manousakis , T. Panayiotou , P. Kolios , I. Tomkos , G. Ellinas

This work presents optimization algorithms on attack-aware routing and spectrum allocation (Aa-RSA) in conjunction with spectrum selective switch (SSS) placement, taking into account variations in traffic demands. The objectives of the algorithms are to minimize the required number of SSSs, as well as the number of lightpath re-allocations between different demand scenarios, taking into account the crosstalk interactions that could potentially be utilized during a jamming attack to facilitate the spread of the attack to additional lightpaths throughout the network. To solve the offline network design problem, first the proposed Aa-RSA algorithm is modeled as a mathematical formulation that jointly considers all the design parameters. Then, integer linear program (ILP)-based decomposition techniques and graph-based heuristics are also proposed to address large-sized networks. Additionally, it is shown through a dynamic time-varying Aa-RSA scenario, that the offline pre-calculated network configurations are a good fit for the traffic demand variations, eliminating the computational time required in the path computation element (PCE) for dynamically reconfiguring the network. The benefits of each of the proposed algorithms with respect to the network's operating and capital expenditures (measured in terms of performance metrics such as the number of SSSs deployed, the spectrum utilization, and the number of re-allocations) are reported and validated through extensive simulation results.

这项工作提出了攻击感知路由和频谱分配(Aa-RSA)的优化算法,结合频谱选择交换机(SSS)的放置,考虑到流量需求的变化。算法的目标是最小化所需的SSSs数量,以及不同需求场景之间光路重新分配的数量,同时考虑到干扰攻击期间可能利用的串扰相互作用,以促进攻击在整个网络中传播到其他光路。为了解决离线网络设计问题,首先将提出的Aa-RSA算法建模为一个共同考虑所有设计参数的数学公式。然后,提出了基于整数线性规划(ILP)的分解技术和基于图的启发式方法来处理大型网络。此外,通过动态时变Aa-RSA场景表明,离线预计算的网络配置很适合流量需求变化,消除了路径计算元素(PCE)动态重新配置网络所需的计算时间。通过广泛的模拟结果,报告并验证了每种提议算法在网络运营和资本支出方面的优势(根据部署的SSSs数量、频谱利用率和重新分配数量等性能指标进行测量)。
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引用次数: 4
Ethernet fronthaul transport of an upper-physical layer functional split using time-aware shaping 使用时间感知整形的上层物理层功能分裂的以太网前传传输
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-09-01 DOI: 10.1016/j.osn.2021.100605
Mohamad Kenan Al-Hares, Philippos Assimakopoulos, Nathan J. Gomes

An Upper Physical layer functional Split (UPS) for an Ethernet fronthaul network is modelled, and the frame delay and Frame Delay Variation (FDV) limitations are investigated. The results show that contention in Ethernet switch ports can cause an increase in the delay and FDV beyond proposed specifications for the UPS and other time-sensitive traffic types such as I/Q-type traffic. Time Aware Shaping (TAS) can significantly reduce or even remove FDV for UPS traffic and I/Q-type traffic, but it is shown that TAS design aspects have to carefully consider the transmission pattern of the contending traffic in the Ethernet fronthaul network switches. Taking into account the transmission pattern of the UPS traffic, different time allocations within TAS window sections are proposed in conjunction with both receiver and transmitterside buffering. Further, it is proven that using TAS with higher link rates for example, 10 Gbps link rates or beyond makes it possible to transport the UPS and time sensitive traffic within its specification over fronthaul fiber spans, more than 10 km length, and/or more hops as TAS can potentially eliminate any increase in the FDV of the UPS traffic.

对以太网前传网络的上层物理层功能分离(UPS)进行了建模,并研究了帧延迟和帧延迟变化(FDV)限制。结果表明,以太网交换机端口的争用会导致延迟和FDV的增加,超出了UPS和其他时间敏感的流量类型(如I/ q型流量)的建议规格。时间感知整形(TAS)可以显著减少甚至消除UPS流量和I/ q型流量的FDV,但研究表明,TAS设计方面必须仔细考虑以太网前传网络交换机中竞争流量的传输模式。考虑到UPS业务的传输模式,在TAS窗口段内提出了不同的时间分配,并结合接收端和发送端缓冲。此外,事实证明,使用具有更高链路速率的TAS(例如,10 Gbps或更高的链路速率)可以在其规格范围内通过前传光纤跨度、长度超过10公里和/或更多跳数传输UPS和时间敏感流量,因为TAS可以潜在地消除UPS流量的FDV的任何增加。
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引用次数: 0
A Survey of Reconfigurable Optical Networks 可重构光网络研究进展
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-09-01 DOI: 10.1016/j.osn.2021.100621
Matthew Nance Hall , Klaus-Tycho Foerster , Stefan Schmid , Ramakrishnan Durairajan

Reconfigurable optical networks have emerged as a promising technology to efficiently serve the fast-growing traffic produced by the digital society. This paper provides a survey of the field. We first review enabling optical hardware technologies in general and then consider technologies that are specific to data center networks and wide-area networks in more detail. We further provide an overview of the cost models used in the literature as well as the algorithmic problems introduced by these technologies, their first solutions, and discuss systems and implementation aspects. We conclude with a discussion of open challenges.

可重构光网络作为一种很有前途的技术,能够有效地服务于数字社会所产生的快速增长的流量。本文提供了该领域的概况。我们首先回顾一般的光学硬件技术,然后更详细地考虑特定于数据中心网络和广域网的技术。我们进一步概述了文献中使用的成本模型,以及这些技术引入的算法问题,它们的第一个解决方案,并讨论了系统和实施方面。最后,我们将讨论公开的挑战。
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引用次数: 37
Multi-path provisioning in elastic optical network with dynamic on-request optimal defragmentation strategy 弹性光网络中基于动态按需最优碎片整理策略的多路径配置
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-09-01 DOI: 10.1016/j.osn.2021.100607
Ujjwal, Jaisingh Thangaraj, Rajnish kumar

Elastic Optical Networks (EONs) are extensively accepted promising solution for future ultra-high-speed optical transmission, due to their capability of efficient and flexible assignment of immense optical bandwidth to the heterogeneous traffic demand. However, it undergoes through an aggravated form of the spectrum fragmentation problem due to the heterogeneous bandwidth requirements, spectrum continuity and contiguity constraints. Several techniques have been presented in the literature to get the optimal solution of this problem while multi-path provisioning comes out to be very compelling among them. Although, it creates further challenges due to high hardware requirement and more spectrum consumption due to guard-bands. In this paper, we propose a novel scheme, called optimal spectrum defragmentation (DF) strategy with split spectrum approach (OSDSSA), to tackle this limitation of multi-path provisioning by utilizing minimum number of spectral paths, which improves the scalability, reduces the extra spectrum consumption by guard-bands and avoids the exhaustion of transponders at nodes. The proposed scheme initially serves a connection request using k-shortest routing paths and first-fit spectrum allocation policy in a best possible way. In case, if a connection request cannot be served then the proposed mechanism proceeds with the triggering of Process Defragmentation on the link disjoint shortest paths followed by splitting of traffic demand on corresponding link-disjoint paths. The Process Defragmentation is triggered on the active connections at the immediate right and left of the largest continuous available spectrum block on the link-disjoint shortest paths sequentially until the requested amount of frequency slots (FSs) are achieved. In this work, reconfiguration includes spectrum re-tuning without changing the routing paths, thereby reducing the unnecessary service disruption, DF complexity and cost, leading to improvement in quality of service (QoS) of the network. The performance of the proposed scheme has been assessed through simulation results where single path and multi-path provisioning algorithms have been considered as benchmarks. Through our proposed scheme bandwidth blocking performance, spectrum utilization ratio, and degree of fragmentation have also been improved significantly.

弹性光网络(Elastic Optical network, EONs)由于能够高效、灵活地分配巨大的光带宽以满足异构业务需求,被广泛接受为未来超高速光传输的一种有前景的解决方案。然而,由于异构带宽需求、频谱连续性和连续性的限制,它经历了频谱碎片化问题的一种加剧形式。文献中已经提出了几种技术来获得该问题的最优解,其中多路径配置是非常引人注目的。尽管如此,由于高硬件要求和由于保护频段导致的更多频谱消耗,它带来了进一步的挑战。在本文中,我们提出了一种新的方案,称为最优频谱碎片整理(DF)策略与分割频谱方法(OSDSSA),通过利用最少的频谱路径数量来解决多路径供应的限制,从而提高了可扩展性,减少了保护频段的额外频谱消耗,避免了节点转发器的耗尽。该方案采用k-最短路由路径和首拟合频谱分配策略,以最佳方式对连接请求进行初始服务。在无法满足连接请求的情况下,提出的机制首先在链路不相交的最短路径上触发进程碎片整理,然后在相应的链路不相交路径上分割流量需求。进程碎片整理在最长连续可用频谱块的左侧和右侧的活动连接上依次触发,直到达到请求的频率槽(FSs)数量。在这项工作中,重新配置包括在不改变路由路径的情况下重新调整频谱,从而减少不必要的业务中断、DF复杂性和成本,从而提高网络的服务质量(QoS)。通过仿真结果评估了该方案的性能,其中单路径和多路径分配算法被视为基准。通过我们提出的方案,带宽阻塞性能、频谱利用率和碎片化程度也得到了显著提高。
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引用次数: 14
Static routing and spectrum allocation method for design of low-power elastic optical networks with multifiber environments 多光纤环境下低功耗弹性光网络的静态路由和频谱分配方法
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-05-01 DOI: 10.1016/j.osn.2021.100604
Takanori Kudo , Tomotaka Kimura , Yutaka Fukuchi , Kouji Hirata

This paper proposes a static Routing and Spectrum Allocation (RSA) method to design low-power elastic optical networks. In the elastic optical networks, data are transmitted via lightpaths, which are routes flexibly assigned frequency resources according to transmission distances and traffic demands. When designing the elastic optical networks with a static lightpath establishment policy, lightpaths are generally established so as to minimize frequency bandwidth allocated in order to save frequency resources necessary for constructing the networks. The proposed method focuses on not only this performance metric but also the power consumption of optical amplifiers. An optical amplifier in an optical fiber works when any of optical signals pass through it, and thus in multifiber environments where each link consists of multiple optical fibers, lightpaths should be collectively amplified from the view point of the power efficiency. Therefore, the relationship between these two performance metrics is a trade-off. The proposed method develops an Integer Linear Programming (ILP) formulation for the RSA problem taking the trade-off into account. Furthermore, the proposed method provides a heuristic algorithm that performs route selection and frequency spectrum allocation for reducing the total power consumption of optical amplifiers while saving necessary frequency resources. Through numerical experiments, we show the performance of the proposed method.

提出了一种基于静态路由和频谱分配(RSA)的低功耗弹性光网络设计方法。在弹性光网络中,数据通过光路传输,光路是根据传输距离和业务需求灵活分配频率资源的路由。在设计采用静态光路建立策略的弹性光网络时,光路的建立一般是为了尽量减少分配的频率带宽,以节省构建网络所需的频率资源。该方法不仅关注这一性能指标,而且关注光放大器的功耗。光纤中的光放大器在任何光信号通过它时工作,因此在每条链路由多条光纤组成的多光纤环境中,从功率效率的角度来看,光路应该被集体放大。因此,这两个性能指标之间的关系是一种权衡。该方法提出了一个考虑权衡的RSA问题的整数线性规划(ILP)公式。此外,该方法提供了一种启发式算法来进行路由选择和频谱分配,以降低光放大器的总功耗,同时节省必要的频率资源。通过数值实验验证了该方法的有效性。
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引用次数: 1
Performance optimization of OADM based DP-QPSK DWDM optical network with 37.5 GHz channel spacing 37.5 GHz信道间隔下基于OADM的DP-QPSK DWDM光网络性能优化
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-05-01 DOI: 10.1016/j.osn.2021.100606
Neeraj Sharma , Sunil Agrawal , Vinod Kapoor

Advanced modulation formats like dual-polarization quadrature phase-shift keying (DP-QPSK) along with the digital coherent receiver are enabling optical networks to provide high spectral efficiency (SE) over long-haul transmission reach. The DP-QPSK based dense wavelength division multiplexing (DWDM) system with 37.5 GHz channel spacing can provide extra throughput of 33% compared to 50 GHz channel spacing. However, at 37.5 GHz channel spacing, optical add-drop multiplexers (OADMs) at intermediate nodes, impact the performance of WDM based optical networks in terms of increased BER, thereby reducing transmission reach drastically. In this paper, we have analyzed with the help of numerical simulations, the performance of a differentially encoded eight-channel 112 Gb/s, OADM based DWDM optical network with a channel spacing of 37.5 GHz. We propose that the selection of optimum values of system parameters can result in reducing the impact of crosstalk propagation and narrowband optical filtering introduced by a chain of OADMs at 37.5 GHz channel spacing. The paper exhibited that the selection of optimum values of parameters like filter order of multiplexer and demultiplexer, launch power per channel and filter taps of adaptive equalizer (AE) result in achieving minimum BER on all the channels over a long transmission reach up to 3600 km.

先进的调制格式,如双偏振正交相移键控(DP-QPSK)以及数字相干接收器,使光网络能够在长距离传输范围内提供高频谱效率(SE)。与50 GHz信道间隔相比,基于DP-QPSK的37.5 GHz信道间隔密集波分复用(DWDM)系统可提供33%的额外吞吐量。然而,在37.5 GHz信道间隔下,中间节点的光加降多路复用器(oadm)会影响基于WDM的光网络的性能,因为它会增加误码率,从而大大降低传输距离。本文通过数值仿真分析了信道间隔为37.5 GHz的差分编码8通道112gb /s、基于OADM的DWDM光网络的性能。我们提出,选择最优的系统参数值可以减少串扰传播的影响,以及在37.5 GHz信道间隔下由oadm链引入的窄带光滤波。通过对多路复用器和解路复用器滤波器阶数、单通道发射功率和自适应均衡器滤波器分插等参数的优化选择,可以实现3600 km长距离传输中所有信道的最小误码率。
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引用次数: 5
Adaptive chaotic hurricane-aided efficient power assignment for elastic optical networks 弹性光网络自适应混沌飓风辅助有效功率分配
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-11-01 DOI: 10.1016/j.osn.2020.100595
Layhon R.R. dos Santos , Taufik Abrão

The proposed adaptive power control based on the chaotic hurricane search optimization (A-CHSO) for elastic optical networks (EON)s dynamically and efficiently adjusts the power increasing (r0) parameter taking into account the quality of transmission (QoT), which is measured by the optical performance monitors (OPM)s. For sake of comparison, three alternative power assignment methods are analyzed, the analytical gradient descent (GD), as well as two low-complexity methods, namely the egoistic power allocation (EPA) and the enough power allocation (EnPA). Numerical results demonstrate a promising performance-complexity trade-off for the A-CHSO regarding the GD, EPA and EnPA methods, as well as a substantial network margin reduction, energy efficiency increasing, and cost reduction. The A-CHSO has been proved to be an efficient power allocation (PA) method for operation in EONs, corroborating the dynamical and flexible aspects of the EONs.

提出了一种基于混沌飓风搜索优化(A-CHSO)的弹性光网络自适应功率控制方法,该方法考虑了光性能监测仪测量的传输质量(QoT),动态有效地调整了功率增量(r0)参数。为了比较,分析了三种可供选择的权力分配方法,即解析梯度下降法(GD),以及两种低复杂度的权力分配方法,即利己主义权力分配法(EPA)和足够权力分配法(EnPA)。数值结果表明,在GD、EPA和EnPA方法中,a - chso具有良好的性能-复杂性权衡,并显著降低了网络裕度,提高了能源效率,降低了成本。A-CHSO已被证明是一种有效的永网运行功率分配方法,证实了永网的动态性和灵活性。
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引用次数: 2
A Bibliometric Analysis and Visualization of Passive Optical Network Research in the Last Decade 近十年无源光网络研究的文献计量分析与可视化
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-11-01 DOI: 10.1016/j.osn.2020.100586
Kamran Ali Memon , Rizwan Aslam Butt , Khalid Hussain Mohammadani , Bhagwan Das , Sibghat Ullah , Saleemullah Memon , Noor ul Ain

Passive optical networks (PONs) are the most successful broadband access solutions for its wide bandwidth, low-cost deployment worldwide, and maintenance. In the last decade, the diverse and prevalent research related to PONs sustains 330+ science citation index (SCI) articles per year, with 9.18 average citations per article, making it "big literature data". This article, for the first time, presents the graphical representation of knowledge base, knowledge domain, and knowledge evolution of PON research using co-citation analysis based on 3381 SCI publications worldwide from 2010 to 2019 in bibliometric visualization tool- CiteSpace. The bibliographic analysis focused on 528 important research articles, 34 hotspots, 155 research frontier keywords, 481 core authors, 185 cited authors, 58 countries, 254 institutions, and 118 journals. Based on the frequency of keywords, Modulation, WDM PON, Transmission, Semiconductor optical amplifier, and Dynamic bandwidth allocation are the dominant and turning points in the structural basis of PON research. The most prominent research hotspots appearing in recent years are Energy efficiency, NG-EPON, and Chaotic encryption. The trend of future research on PONs is from TWDM PON issues, fronthaul implementation in NG-PON2, 5G-PON and encryption methods for physical layer security. The leading core authors, institutes, countries, and journals were also identified related to the PON research. This analysis would serve as a comprehensive guide on the status and future research trends on PONs for the aspirant researchers.

无源光网络(pon)是目前最成功的宽带接入解决方案,具有带宽宽、部署成本低、维护方便等优点。近十年来,与PONs相关的研究种类繁多、流行度高,每年SCI (science citation index,科学引文索引)文章达330余篇,平均每篇被引9.18次,是“大文献数据”。本文首次利用文献计量可视化工具CiteSpace对2010 - 2019年全球3381篇SCI论文进行共被引分析,对PON研究的知识库、知识领域和知识演变进行了图形化表示。共收录528篇重要研究论文、34个研究热点、155个研究前沿关键词、481位核心作者、185位被引作者、58个国家、254个机构、118种期刊。基于频率的关键词调制、WDM PON、传输、半导体光放大器和动态带宽分配是PON结构基础研究的主导和转折点。近年来出现的最突出的研究热点是能效、NG-EPON和混沌加密。未来对PON的研究趋势将从TWDM PON问题、NG-PON2的前传实现、5G-PON以及物理层安全的加密方法等方面展开。与PON研究相关的主要核心作者、研究所、国家和期刊也被确定。这一分析将为有抱负的研究人员提供关于pnas现状和未来研究趋势的全面指导。
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引用次数: 16
期刊
Optical Switching and Networking
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