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Optical link monitoring in fibre-to-the-x passive optical network (FTTx PON): A comprehensive survey 光纤到x无源光网络(FTTx PON)中的光链路监测:综合综述
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.2020.100596
Auwalu Usman , Nadiatulhuda Zulkifli , Mohd Rashidi Salim , Kharina Khairi , Asrul Izam Azmi

As optical fibre reaches deeper into passive optical network (PON) in fibre-to-the-x (FTTx) networks, maintaining the integrity of these networks is indeed imperative. Essentially, best practices have been established throughout the installation and verification of the fibre access network. Equally significant is monitoring the optical fibre performance degradation in-service to ascertain efficient service delivery, as well as to guarantee service level agreement. Nevertheless, a minor failure in PON may lead to massive loss of data stemming from inherent passivity of network elements in optical distribution network, thus resulting in customer dissatisfaction and escalated operational expenses borne by network operators. Unfortunately, testing and monitoring optical layer have become rather intricate due to the rapid evolution of PON technology. Hence, an efficient optical layer monitoring system equipped with complete monitoring capabilities may substantially enhance the quality of service. Having that said, this study presents a review pertaining to the progress on the performance of available approaches for optical link monitoring system in PON. Recent advances in improving the performance of the optical link monitoring system, such as measurement accuracy, measurement speed, signal-to-noise (SNR) ratio, spatial resolution, and dynamic range, were investigated. Additionally, the performances of the existing approaches based on optical monitoring specifications were compared to identify an ideal monitoring framework. Finally, this paper discusses several challenges and prospects for future endeavours in formulating an effective optical link monitoring system in PON.

随着光纤深入到光纤到x (FTTx)网络中的无源光网络(PON),保持这些网络的完整性确实势在必行。基本上,在整个光纤接入网的安装和验证过程中已经建立了最佳实践。同样重要的是监测服务中的光纤性能退化,以确定有效的服务提供,并保证服务水平一致。然而,由于光配电网中网元固有的无源性,PON的一个小故障就可能导致大量的数据丢失,从而引起用户的不满,增加网络运营商的运营费用。然而,由于PON技术的快速发展,测试和监测光层变得相当复杂。因此,配备完整监控功能的高效光层监控系统可以大大提高服务质量。鉴于此,本研究综述了PON光链路监测系统中可用方法的性能进展。综述了光链路监测系统在测量精度、测量速度、信噪比、空间分辨率和动态范围等方面的研究进展。此外,还比较了基于光学监测规范的现有方法的性能,以确定理想的监测框架。最后,本文讨论了在PON中建立有效的光链路监测系统所面临的挑战和未来工作的展望。
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引用次数: 18
The flexible resource management in optical data center networks based on machine learning and SDON 基于机器学习和SDON的光数据中心网络灵活资源管理
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.2020.100594
Congying Zhi , Wei Ji , Rui Yin , Jinku Feng , Hongji Xu , Zheng Li , Yannan Wang

Based on software defined optical network and machine learning, the flexible resource management mechanism (ML-FRM) is proposed, which meets the resource requirements of different services in the optical data center networks. The machine learning is integrated to the SDON controller, which accomplishes the resource allocation algorithms according to the classification and clustering results. ML-FRM firstly utilizes unsupervised learning K-means algorithm to cluster traffic flows, and uses supervised learning support vector machine (SVM) algorithm to realize hierarchical classification of channel qualities. Fragmentation-Function-Fit algorithm is proposed to reduce the blocking probability, the results show that it has the lower blocking probability than First-Fit and Exact-First-Fit algorithms. ML-FRM allocates the required resources through different algorithms based on different traffic flow clustering results, and uses different modulation methods for different channel qualities. The analysis results show that ML-FRM has lower blocking probability, acceptable complexity level, and higher spectrum resource utilization efficiency than other algorithms under different offered load level.

基于软件定义光网络和机器学习,提出了一种灵活的资源管理机制(ML-FRM),以满足光数据中心网络中不同业务的资源需求。将机器学习集成到SDON控制器中,根据分类和聚类结果完成资源分配算法。ML-FRM首先利用无监督学习K-means算法对交通流进行聚类,然后利用监督学习支持向量机(SVM)算法实现通道质量的分层分类。提出了fragment - function - fit算法来降低阻塞概率,结果表明,该算法比First-Fit和Exact-First-Fit算法具有更低的阻塞概率。ML-FRM根据不同的交通流聚类结果通过不同的算法分配所需的资源,并针对不同的信道质量使用不同的调制方法。分析结果表明,在不同提供的负载水平下,ML-FRM算法具有较低的阻塞概率、可接受的复杂度和较高的频谱资源利用效率。
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引用次数: 1
Elastic optical network with spectrum slicing for fragmented bandwidth allocation 弹性光网络与频谱切片的碎片带宽分配
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-09-01 DOI: 10.1016/j.osn.2020.100583
Nattapong Kitsuwan , Praphan Pavarangkoon , Avishek Nag

Elastic Optical Networks (EONs) allow the channel spacing and the spectral width of an optical signal to be dynamically adjusted and hence have become an important paradigm in managing the heterogeneous bandwidth demands of optical backbone networks. The entire available optical spectrum is divided into some spectrum slots which define the smallest granularity of bandwidth and optical signals with variable bandwidths can occupy different number of such slots. The constraints imposed by the physical layer of an EON require that the slots occupied by an optical signal from source to destination have to be consecutive and contiguous in terms of their relative position in the optical spectrum. Furthermore, the same spectrum slots need to be reserved throughout the entire optical signal's path from its source to destination. The above constraints make the routing and spectrum allocation (RSA) in EONs very challenging because unavailability of enough spectrum slots that together equals the spectral width of the optical signal associated with an end-to-end request, will result in blocking of the request. Recent developments in the physical layer technologies have made all-optical ‘slicing’ of a request possible and make the request to be ‘fit’ into multiple non-consecutive spectral slots in an EON. But these all-optical ‘slicers’ employ complex technologies and can be very costly to employ. In this paper, we propose a spectrum allocation scheme for an EON node architecture with these ‘slicers’ and we also formulate a modified RSA scheme for EONs employing slicers, both as a mixed-integer linear programming (MILP) model and a heuristic algorithm. Our main aim is to analyze the tradeoff between the number of slicers that can be used per node versus the spectrum utilization and bandwidth blocking rate. The numerical results show that the proposed scheme with slicers can significantly improve bandwidth blocking rate, compared to the conventional scheme without slicer.

弹性光网络允许动态调整光信号的信道间距和频谱宽度,因此已成为管理光骨干网络异构带宽需求的重要范例。将整个可用的光谱划分为带宽粒度最小的频谱槽,可变带宽的光信号可以占用不同数量的频谱槽。EON的物理层所施加的限制要求光信号从源到目的地所占用的插槽在光谱中的相对位置必须是连续和连续的。此外,需要在光信号从源到目的地的整个路径中保留相同的频谱槽。上述限制使得eon中的路由和频谱分配(RSA)非常具有挑战性,因为没有足够的频谱槽,这些频谱槽等于与端到端请求相关的光信号的频谱宽度,将导致请求阻塞。物理层技术的最新发展使请求的全光“切片”成为可能,并使请求“适合”到EON中的多个非连续频谱槽中。但这些全光学“切片机”采用复杂的技术,使用成本非常高。在本文中,我们提出了一种使用这些“切片器”的EON节点架构的频谱分配方案,并且我们还为使用切片器的EON制定了一种改进的RSA方案,作为混合整数线性规划(MILP)模型和启发式算法。我们的主要目的是分析每个节点可以使用的切片器数量与频谱利用率和带宽阻塞率之间的权衡。数值结果表明,与不带切片器的传统方案相比,带切片器的方案可以显著提高带宽阻塞率。
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引用次数: 16
A survey on challenges of Spatial Division Multiplexing enabled elastic optical networks 空分复用弹性光网络挑战综述
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-09-01 DOI: 10.1016/j.osn.2020.100584
Ítalo Brasileiro, Lucas Costa, André Drummond

Elastic Optical Networks (EON) emerge as a viable solution to support the current growing demand for bandwidth. With the application of multi-core fibers (MCF) in EON links, it is possible to increase the availability of spectral resources and explore the spatial dimension. An EON network with MCF enables Space-Division Multiplexing (SDM), allowing the use of more resources in fibers and increasing the capacity of attending circuit requests. However, the use of SDM brings some problems of interference between the circuits in fiber, with greater emphasis on inter-core crosstalk interference. In this survey, some important concepts around EON are presented, along with the characterization of SDM supporting equipment. The impact of crosstalk interference between fiber cores is discussed, with the elements responsible for its occurrence. The Routing, Modulation, Spectrum, and Core Allocation (RMSCA) problem is also characterized, and some solutions currently found in the literature are evaluated. The goal is to show the performance of different allocation techniques, in terms of the circuit blocking ratio. This survey is concluded with an evaluation of the state-of-art, and a presentation of the main challenges found from a systematic review of the related literature.

弹性光网络(EON)作为一种可行的解决方案出现,以支持当前日益增长的带宽需求。随着多核光纤(MCF)在EON链路中的应用,有可能增加频谱资源的可用性并探索空间维度。具有MCF的EON网络能够实现空分复用(SDM),允许在光纤中使用更多资源,并增加处理电路请求的容量。然而,SDM的使用带来了光纤中电路之间的干扰问题,尤其是核心间串扰干扰。在这篇综述中,介绍了EON的一些重要概念,以及SDM支持设备的特性。讨论了光纤芯之间串扰干扰的影响,以及造成串扰干扰的因素。还描述了路由、调制、频谱和核心分配(RMSCA)问题,并对目前文献中的一些解决方案进行了评估。目标是展示不同分配技术在电路阻塞率方面的性能。这项调查的结论是对艺术现状的评估,并介绍了从相关文献的系统综述中发现的主要挑战。
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引用次数: 26
A performance study of dynamic routing algorithm for SDM translucent optical networks with assistive storage 带辅助存储的SDM半透明光网络动态路由算法性能研究
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-09-01 DOI: 10.1016/j.osn.2020.100572
Wojciech Kmiecik, Krzysztof Walkowiak

In this paper, we focus on dynamic lightpath provisioning in translucent spectrally spatially flexible optical networks (SS-FONs) created with a combination of both spectral (EON) and spatial (SDM) flexibility. We utilize the distance-adaptive transmission (DAT) in order to select a modulation for request and routing path in a flexible manner. Moreover, we assume that the signal regeneration is realized with the application of optical transceivers operating in a back-to-back (B2B) configuration. Finally, we propose a novel routing framework for SS-FONs, which involves performing Store-and-Forward (SnF) using Assistive Storage (AS), to reduce peak traffic demand and to better the utilization of network bandwidth. We design different test scenarios, varying in Assistive Storage availability, with and without modulation conversion during the B2B regeneration process and different real-life network topologies. In order to be able to compare the results of test scenarios, we propose a dynamic routing algorithm named adaptive routing with B2B regeneration and Assistive Storage (ARB2BAS) that solves routing, space and spectrum allocation (RSSA) optimization problem. We study how different flexibility aspect affects the network blocking performance, namely the Bandwidth Blocking Probability (BBP) metric. The obtained results show that the proper selection of an algorithm (scenario) has a significant impact on network performance in terms of the blocking probability. Moreover, introducing Assistive Storage enables the network to serve more requests for all of the studied B2B scenarios and network topologies.

在本文中,我们专注于半透明光谱空间柔性光网络(SS FON)中的动态光路供应,该网络结合了光谱(EON)和空间(SDM)灵活性。我们利用距离自适应传输(DAT)以灵活的方式选择请求和路由路径的调制。此外,我们假设信号再生是通过应用在背靠背(B2B)配置中操作的光收发器来实现的。最后,我们提出了一种新的SS FON路由框架,该框架包括使用辅助存储(AS)执行存储和转发(SnF),以减少峰值流量需求并更好地利用网络带宽。我们设计了不同的测试场景,不同的辅助存储可用性,在B2B再生过程中有调制转换和无调制转换,以及不同的现实网络拓扑。为了能够比较测试场景的结果,我们提出了一种动态路由算法,称为具有B2B再生和辅助存储的自适应路由(ARB2BAS),该算法解决了路由、空间和频谱分配(RSSA)优化问题。我们研究了不同的灵活性方面如何影响网络阻塞性能,即带宽阻塞概率(BBP)度量。所获得的结果表明,就阻塞概率而言,算法(场景)的正确选择对网络性能有显著影响。此外,引入辅助存储使网络能够为所有研究的B2B场景和网络拓扑提供更多请求。
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引用次数: 2
An automated negotiation framework for application-aware transport network services 一种用于感知应用程序的传输网络服务的自动协商框架
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-09-01 DOI: 10.1016/j.osn.2020.100571
Antonio Marsico , Marco Savi , Domenico Siracusa , Elio Salvadori

Application-centric networking proposes a novel approach to provision connectivity services in transport networks based on application-specific requirements. By exploiting this paradigm, an application can request a service with several requirements to a generic control and management plane, which can leverage this information to differentiate a service on the overall network layers. However, an application-centric provisioning can lead to higher blocking probability when satisfying multiple requirements at the same time, thus impacting negatively both network operators and applications. This paper proposes a framework for the negotiation of connectivity services between a transport network and the applications running on top. In particular, an application can communicate its requirements to it and, in case of resource scarcity (either in term of bandwidth, latency, availability, etc.), the network can offer alternative solutions with a degraded service quality. The effectiveness of the proposed approach is proved by the lower blocking probability experienced by the service requests against a standard approach lacking negotiation capabilities, without in turn causing significant service degradation to the applications. In addition, the paper describes the software architecture behind the negotiation framework and its implementation on top of the ONOS SDN controller.

以应用程序为中心的网络提出了一种基于特定应用程序需求在传输网络中提供连接服务的新方法。通过利用这种范式,应用程序可以向通用控制和管理平面请求具有多个需求的服务,通用控制和控制平面可以利用这些信息来区分整个网络层上的服务。然而,以应用程序为中心的供应在同时满足多个需求时可能会导致更高的阻塞概率,从而对网络运营商和应用程序产生负面影响。本文提出了一个在传输网络和运行在上面的应用程序之间协商连接服务的框架。特别是,应用程序可以将其需求传达给它,并且在资源短缺的情况下(无论是在带宽、延迟、可用性等方面),网络可以提供服务质量下降的替代解决方案。与缺乏协商能力的标准方法相比,服务请求所经历的阻塞概率较低,而不会对应用程序造成显著的服务降级,这证明了所提出的方法的有效性。此外,本文还描述了协商框架背后的软件体系结构及其在ONOS SDN控制器上的实现。
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引用次数: 2
Comparison of switching policies in terms of switching cost and network performance in static SDM-EONs 静态SDM EON中交换策略在交换成本和网络性能方面的比较
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-09-01 DOI: 10.1016/j.osn.2020.100573
Mingcong Yang , Chenxiao Zhang , Qian Wu , Weichang Zheng , Yongbing Zhang

In this paper, we concentrate on the comparison of different switching policies, as well as their corresponding spatially-spectrally flexible super-channel transmission technologies, in static SDM-EONs. These switching policies are different due to their different spatial switching granularities and/or whether the space lane change (SLC) is supported. According to our simulation results, the switching policy with a finer switching granularity can achieve better network performance in terms of required frequency slices in the networks but meanwhile results in higher device cost. Moreover, we find that the application of SLC can only provide negligible improvements (0.1% ~ 3.1%) on network performance. SLC is encouraged only when the spectrum resource is highly valued by network operators compared to the additional device cost it brings. Moreover, in some previous works, the application of SLC can achieve a 7% ~ 14% improvement on the network throughput in dynamic network scenarios, especially when a finer spatial switching granularity is applied. Consequently, the results in this paper suggest that such an improvement is likely to be achieved by the means of network planning, such as the design of an efficient algorithm considering spectrum defragmentation, because if the re-routing/re-assignment of spectrum is allowed, the dynamic scenario can be treated as a sequence of static scenarios that change with time.

在本文中,我们重点比较了静态SDM EON中不同的切换策略,以及它们相应的空间频谱灵活的超信道传输技术。这些切换策略由于其不同的空间切换粒度和/或是否支持空间车道改变(SLC)而不同。根据我们的仿真结果,在网络中所需的频率切片方面,具有更精细切换粒度的切换策略可以实现更好的网络性能,但同时会导致更高的设备成本。此外,我们发现SLC的应用只能对网络性能提供微不足道的改善(0.1%~3.1%)。只有当频谱资源与它带来的额外设备成本相比受到网络运营商的高度重视时,才鼓励SLC。此外,在之前的一些工作中,SLC的应用可以在动态网络场景中实现7%~14%的网络吞吐量提高,尤其是当应用更精细的空间切换粒度时。因此,本文的结果表明,这种改进很可能通过网络规划来实现,例如设计一种考虑频谱碎片整理的高效算法,因为如果允许重新路由/重新分配频谱,则动态场景可以被视为一系列随时间变化的静态场景。
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引用次数: 9
Applying cognitive dynamic learning strategies for margins reduction in operational optical networks 应用认知动态学习策略减少运维光网络的余量
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-09-01 DOI: 10.1016/j.osn.2020.100585
Luis David Notivol Calleja, Salvatore Spadaro, Jordi Perelló, Gabriel Junyent

Today's optical transport networks are complex already and the support of the new arising services will further increase such complexity. Traditional deterministic network procedures will need to be revisited, especially their operations. Network Operators will require more dynamic approaches to get the best out of their infrastructure. In this context, cognition and machine learning techniques can provide innovative management solutions for traditional telecom operators. In this paper, we explore a dynamic cognitive approach to improve the adaption of Network Operators' operational processes to the new digital age. We propose a dynamic strategy considering the Case-Base Reasoning (CBR) technique for helping to reduce overall costs by optimizing operation margins. In this way, highly competitive exploitation methods to support new services can be deployed. The proposed dynamic algorithms can achieve higher transmitted power efficiency, up to 20% versus previously proposed static solutions, prolonging the transceivers' lifetime and thus addressing telco operator costs reduction.

今天的光传输网络已经很复杂了,对新出现的业务的支持将进一步增加这种复杂性。传统的确定性网络程序需要重新审视,尤其是它们的操作。网络运营商将需要更动态的方法来充分利用其基础设施。在此背景下,认知和机器学习技术可以为传统电信运营商提供创新的管理解决方案。在本文中,我们探索了一种动态认知方法来提高网络运营商的运营流程对新数字时代的适应性。我们提出了一种动态策略,考虑基于案例推理(CBR)技术,通过优化运营利润来帮助降低总体成本。通过这种方式,可以部署高度竞争的开发方法来支持新服务。与先前提出的静态解决方案相比,所提出的动态算法可以实现更高的传输功率效率,高达20%,延长了收发器的使用寿命,从而降低了电信运营商的成本。
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引用次数: 1
Optimizing energy and spectrum efficiency of virtual optical network embedding in elastic optical networks 优化弹性光网络中虚拟光网络的能量和频谱效率
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-05-01 DOI: 10.1016/j.osn.2020.100568
Wenting Wei , Huaxi Gu , Achille Pattavina , Jiru Wang , Yi Zeng

Elastic optical network has recently been deemed as a promising infrastructure to support the ever-increasing bandwidth demand of emerging applications, due to its high transmission rate, fine-grained and flexible spectrum allocation. With the explosive growth of traffic, optimizing energy and spectrum efficiency has become a critical issue for green elastic optical networks, which is closely related to the sustainable development of cloud services. This paper focuses on joint optimization of energy and spectrum efficiency for virtual optical network embedding in elastic optical networks. A heuristic algorithm, termed ESE, is presented to improve energy and spectrum efficiency while keeping a high acceptance rate. With consideration of factors influencing energy and spectrum efficiency, a feasible shortest path is preferred; meanwhile, an appropriate modulation format is dynamically selected according to transmission distance and the trade-off between energy and spectrum consumption. To improve the acceptance rate of virtual network requests, a dual mapping is employed to reinforce the embedding process by multi-dimensional resources integrated mapping. The simulation results show that the proposed algorithm can achieve a joint energy and spectrum efficiency with a much lower blocking probability compared with two baseline algorithms.

弹性光网络由于其高传输速率、细粒度和灵活的频谱分配,近年来被认为是支持新兴应用日益增长的带宽需求的一种有前途的基础设施。随着业务量的爆炸式增长,优化能量和频谱效率已成为绿色弹性光网络的关键问题,这与云业务的可持续发展密切相关。本文主要研究弹性光网络中虚拟光网络的能量和频谱效率联合优化问题。提出了一种称为ESE的启发式算法,以提高能量和频谱效率,同时保持较高的接受率。考虑影响能量和频谱效率的因素,优选可行的最短路径;同时,根据传输距离以及能量和频谱消耗之间的权衡,动态选择合适的调制格式。为了提高虚拟网络请求的接受率,采用了双重映射,通过多维资源集成映射来加强嵌入过程。仿真结果表明,与两种基线算法相比,该算法可以实现能量和频谱的联合效率,且阻塞概率明显降低。
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引用次数: 5
Underwater optical wireless communication-based IoUT networks: MAC performance analysis and improvement 基于水下光无线通信的IoUT网络:MAC性能分析与改进
IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2020-05-01 DOI: 10.1016/j.osn.2020.100570
Chuyen T. Nguyen , Mat T. Nguyen , Vuong V. Mai

Underwater Optical Wireless Communication (UOWC) is a high-speed data transmission technology promising to support the concept of the Internet of Underwater Things (IoUT). The performance of UOWC-based IoUT networks, especially medium access control (MAC), could be affected significantly by physical factors in the underwater environment. However, there is a lack of studies on the MAC performance analysis and improvement in the literature. We study in this paper a PHY/MAC cross-layer analysis that theoretically investigates the effect of UOWC PHY transmission errors on the performance of Slotted ALOHA-based MAC. To improve the performance, we propose to enable frame retransmission in the operation of Slotted ALOHA, where the optimal number of retransmissions is studied. As confirmed in the numerical results, frame retransmission could considerably improve the MAC performance. Also, the Monte Carlo simulation verifies the accuracy of our theoretical derivation for the PHY/MAC cross-layer analysis.

水下光无线通信(UOWC)是一种高速数据传输技术,有望支持水下物联网(IoUT)概念。水下环境中物理因素对基于uowc的IoUT网络性能,尤其是介质访问控制(MAC)的性能影响较大。然而,文献中缺乏对MAC性能分析和改进的研究。本文研究了PHY/MAC跨层分析,从理论上研究了UOWC PHY传输错误对基于Slotted ALOHA的MAC性能的影响。为了提高性能,我们提出在Slotted ALOHA操作中启用帧重传,其中研究了最优重传次数。数值结果表明,帧重传可以显著提高MAC性能。此外,蒙特卡罗仿真验证了我们的理论推导对于PHY/MAC跨层分析的准确性。
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引用次数: 16
期刊
Optical Switching and Networking
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