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Assessment of adaptive optics-corrected optical links statistics from integrated turbulence parameters through a Gaussian process metamodel 通过高斯过程元模型评估自适应光学校正的光链路统计数据
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-09-04 DOI: 10.1002/sat.1497
Emile Klotz, Sidonie Lefebvre, Nicolas Vedrenne, Christian Musso, Sylvain Poulenard, Thierry Fusco

With the development of free space optical links (FSO) for space-ground communications comes the need to mitigate the effects of the atmospheric turbulence to guarantee a lossless connection. By having a network of addressable ground stations, we want to guarantee to always target a point where the link is available. Assuming atmospheric transmission is managed thanks to site diversity, we focus only on the influence of atmospheric turbulence on the signal injected into a single mode fiber on the downlink. The use of adaptive optics (AO) is assumed to avoid turbulence-induced signal disruptions and enable a sufficiently high level of received signal for data transmission. Up to now, AO performance adequate assessment required the knowledge of high-resolution Cn2 and wind profiles. With the advent of integrated atmospheric parameters measurement instruments, we investigate here the possibility to estimate AO-corrected performance from a limited number of integrated parameters. In this paper, we propose to use a Gaussian process metamodel to assess the statistics of the received optical power after an AO correction. Taking as input only four integrated parameters of the turbulence profile and associated wind profile, which can be measured with simple instruments, the estimation error on the value of the 1% quantile of the received optical power is inferior to 0.7dB. We also demonstrate the possibility to estimate the half correlation time of the received optical power using the same integrated parameters.

随着空间-地面通信的自由空间光链路(FSO)的发展,需要减轻大气湍流的影响,以保证无损连接。通过建立一个可寻址地面站网络,我们想要保证始终锁定一个链路可用的点。假设大气传输是由站点分集管理的,我们只关注大气湍流对注入到下行链路单模光纤的信号的影响。自适应光学(AO)的使用被认为可以避免湍流引起的信号中断,并使数据传输的接收信号达到足够高的水平。到目前为止,充分评估AO性能需要高分辨率和风廓线的知识。随着综合大气参数测量仪器的出现,我们在这里研究了从有限数量的综合参数估计AO校正性能的可能性。在本文中,我们建议使用高斯过程元模型来评估AO校正后接收光功率的统计数据。仅将湍流廓线和相关风廓线的4个综合参数作为输入,且这些参数可以用简单的仪器测量,接收光功率1%分位值的估计误差小于。我们还证明了使用相同的集成参数估计接收光功率的半相关时间的可能性。
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引用次数: 1
Routing in future space-terrestrial integrated networks with SATNET-OSPF 基于SATNET - OSPF的未来空间-地面综合网络中的路由
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-08-31 DOI: 10.1002/sat.1495
Hongcheng Yan, Liang Qiao, Wei Wu, Juan A. Fraire, Dong Zhou, Luming Li, Yong Xu

Connectivity in satellite networks is governed by the spacecraft nodes' orbital dynamics together with the planet's continuous rotation where ground nodes are located. The resulting time-dynamic but predictable topology demands the design of specific distributed routing schemes. However, terrestrial Internet routing schemes' maturity, proven scalability, and efficiency shall be leveraged whenever possible to facilitate space-terrestrial integration while reducing risk and costs. In line with this reflection, we introduce SATNET-OSPF: a backward-compatible satellite extension for the widely used Open Shortest Path First routing protocol. The key features of SATNET-OSPF are (a) accurate routing interface mapping to inter-satellite links and ground-to-satellite links, (b) accelerated link-up/link-down event detection adapted to space-specific wireless technologies, (c) proactive routing and forwarding mechanism to take advantage of predicted link-down events, and (d) low memory footprint topology model to efficiently propagate the forthcoming space connectivity events via constrained telecommand links. Leveraging existing IPv6 and OSPFv3 open-source stacks, we implemented SATNET-OSPF in an actual space router comprising a space-grade SPARC V8 CPU and a radiation-hardened FPGA. Furthermore, we present the details of an emulation test bench supporting various configurations with COTS terrestrial OSPF routers that enabled a realistic performance evaluation of the SATNET-OSPF. Results show that SATNET-OSPF reduced OSPFv3 routing protocol overhead by up to 31%; shortened the link event detection delay by four orders of magnitude; decreased the routing outage by a factor of 22; and ensured flooding control message generation and forwarding times, as well as routing computing time, satisfy the original requirements (192, 37, and 17 ms, respectively).

卫星网络的连通性是由航天器节点的轨道动力学以及地球连续旋转(地面节点所在的位置)决定的。由此产生的时间动态但可预测的拓扑结构要求设计特定的分布式路由方案。然而,应尽可能利用地面互联网路由方案的成熟度、经过验证的可扩展性和效率,以促进空间-地面融合,同时降低风险和成本。根据这种反思,我们介绍了SATNET - OSPF:一种向后兼容的卫星扩展,用于广泛使用的开放最短路径优先路由协议。SATNET - OSPF的主要特点是:(a)精确的路由接口映射到卫星间链路和地面到卫星链路,(b)适应于特定空间无线技术的加速链路上行/链路下行事件检测,(c)利用预测链路下行事件的主动路由和转发机制,以及(d)低内存占用拓扑模型,通过受限的远程指挥链路有效地传播即将到来的空间连接事件。利用现有的IPv6和OSPFv3开源栈,我们在一个实际的空间路由器中实现了SATNET - OSPF,该路由器包括一个空间级SPARC V8 CPU和一个抗辐射FPGA。此外,我们还介绍了一个仿真试验台的细节,该试验台支持COTS地面OSPF路由器的各种配置,从而能够对SATNET - OSPF进行真实的性能评估。结果表明,SATNET‐OSPF使OSPFv3路由协议开销减少了31%;将链路事件检测延迟缩短4个数量级;减少了22倍的路由中断;保证洪水控制消息的产生和转发时间以及路由计算时间满足原要求(分别为192、37和17 ms)。
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引用次数: 0
Links assignment scheme based on potential edges importance in dual-layer wavelength routing optical satellite networks 基于双层波长路由光学卫星网络潜在边缘重要性的链路分配方案
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-08-27 DOI: 10.1002/sat.1496
Jingkai Yang, Qiwen Ran, Hongyu Wu, Jing Ma

With the development of the massive satellite constellation and the on-orbit laser-based communication equipment, wavelength routing optical satellite networks (WROSN) becomes a potential solution for on-orbit, high-capacity, and high-speed communication. Since the inter-satellite links (ISLs) are time-varying, one of the fundamental considerations in the construction of the WROSN is assigning limited laser communication terminals for each satellite to establish ISLs with the visible satellites. Therefore, we propose a links assignment scheme (LAS) based on the potential edges importance matrix (PEIM) algorithm to construct a temporarily stable topology for a dual-layer WROSN (DWROSN). The simulation results showed that the LAS based on the PEIM algorithm diminishes the long-hops route path, reduces the average node-to-node distance, and saves the wavelength demand of the DWROSN. The node pair connectivity and wavelength demand in the DWROSN is a trade-off problem. The research in this paper also brings a novel method for optimizing the route paths and reducing the wavelength demand of wavelength routing optical satellite networks, that is through designing the topology with a links assignment algorithm.

随着大规模卫星星座和在轨激光通信设备的发展,波长路由光卫星网络(WROSN)成为在轨、大容量和高速通信的潜在解决方案。由于卫星间链路(ISL)是时变的,因此构建 WROSN 的基本考虑之一是为每颗卫星分配有限的激光通信终端,以建立与可见光卫星的 ISL。因此,我们提出了一种基于潜在边缘重要性矩阵(PEIM)算法的链路分配方案(LAS),为双层 WROSN(DWROSN)构建暂时稳定的拓扑结构。仿真结果表明,基于 PEIM 算法的 LAS 减少了长跳路由路径,缩短了节点到节点的平均距离,并节省了 DWROSN 的波长需求。DWROSN 中的节点对连通性和波长需求是一个权衡问题。本文的研究还带来了一种优化路由路径和减少波长路由光卫星网络波长需求的新方法,即通过链路分配算法设计拓扑结构。
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引用次数: 0
Task-oriented resource prediction and adjustment algorithm for space-based information network 面向任务的天基信息网络资源预测与调整算法
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-08-19 DOI: 10.1002/sat.1494
Yufei Wang, Jun Liu, Meili Chen, Sai Xu, Yinnian Hou

The tasks of a space-based information network are complex and diverse, but the resources of a space-based environment are minimal. The existing methods are challenging to match task demand to resource supply accurately. Aiming at the problem of accurate prediction from task to resource, we propose a resource prediction adjustment strategy. First, we propose a multidimensional resource prediction algorithm based on improved particle swarm optimization and back propagation (IPSO-BP) neural network. The improved PSO is used to optimize the weight and threshold of BP neural network to make up for the defects that BP neural network is easy to fall into local minimum and the predicted output value is not unique. Second, to meet the quality of service (QoS) of tasks, we propose a density-based performance evaluation algorithm (DPEA) to adjust resources. This method uses the idea of local sensitive hash to select the evaluation subset for the configuration task, then dynamically selects the k nearest neighbors of the configuration task, and uses the idea of weighted average to evaluate the QoS performance index of the configuration task. Simulation results show that the proposed resource prediction and adjustment strategy effectively reduces the scheduling time overhead and improves resource utilization.

天基信息网络的任务复杂多样,但天基环境的资源却是极少的。现有的方法难以准确匹配任务需求和资源供给。针对从任务到资源的准确预测问题,提出了一种资源预测调整策略。首先,我们提出了一种基于改进粒子群优化和反向传播(IPSO‐BP)神经网络的多维资源预测算法。利用改进粒子群算法对BP神经网络的权值和阈值进行优化,弥补了BP神经网络容易陷入局部最小值和预测输出不唯一的缺陷。其次,为了满足任务的服务质量(QoS)要求,提出了一种基于密度的性能评估算法(DPEA)来调整资源。该方法采用局部敏感哈希的思想选择配置任务的评价子集,然后动态选择配置任务最近的k个邻居,并采用加权平均的思想对配置任务的QoS性能指标进行评价。仿真结果表明,所提出的资源预测与调整策略有效地降低了调度时间开销,提高了资源利用率。
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引用次数: 0
Contribution of non‐orthogonal multiple access signalling to practical multibeam satellite deployments 非正交多址信令对实际多波束卫星部署的贡献
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-08-18 DOI: 10.1002/sat.1492
T. Ramírez, C. Mosquera
This work explores the contribution of non‐orthogonal multiple access (NOMA) signalling to improve some relevant metrics of a multibeam satellite downlink. Users are paired to exploit signal‐to‐noise ratio (SNR) imbalances coming from the coexistence of different types of terminals, and they can be flexibly allocated to the beams, thus relaxing the cell boundaries of the satellite footprint. Different practical considerations are accommodated, such as a spatially non‐uniform traffic demand, non‐linear amplification effects and the use of the DVB‐S2X air interface. Results show how higher traffic volumes can be channelized by the satellite, thanks to the additional bit rates which are generated for the strong users under the superposition of signals, with carefully designed power levels for DVB‐S2X modulation and coding schemes in the presence of non‐linear impairments.
这项工作探讨了非正交多址(NOMA)信令对改善多波束卫星下行链路的一些相关指标的贡献。用户被配对以利用不同类型终端共存带来的信噪比(SNR)失衡,并且可以灵活地将它们分配给波束,从而放宽卫星覆盖区的小区边界。考虑了不同的实际因素,如空间上不均匀的交通需求、非线性放大效应和DVB‐S2X空中接口的使用。结果表明,在存在非线性损伤的情况下,卫星可以通过精心设计的DVB‐S2X调制和编码方案的功率电平,在信号叠加下为强大用户生成额外的比特率,从而实现更高的流量信道化。
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引用次数: 0
Evaluation of multi‐user multiple‐input multiple‐output digital beamforming algorithms in B5G/6G low Earth orbit satellite systems B5G/6G近地轨道卫星系统中多用户多输入多输出数字波束形成算法的评估
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-08-14 DOI: 10.1002/sat.1493
M. R. Dakkak, D. Riviello, A. Guidotti, A. Vanelli-Coralli
Satellite communication systems will be a key component of 5G and 6G networks to achieve the goal of providing unlimited and ubiquitous communications and deploying smart and sustainable networks. To meet the ever‐increasing demand for higher throughput in 5G and beyond, aggressive frequency reuse schemes (i.e., full frequency reuse), combined with digital beamforming techniques to cope with the massive co‐channel interference, are recognized as a key solution. Aimed at (i) eliminating the joint optimization problem among the beamforming vectors of all users, (ii) splitting it into distinct ones, and (iii) finding a closed‐form solution, we propose a beamforming algorithm based on maximizing the users' signal‐to‐leakage‐and‐noise ratio served by a low Earth orbit satellite. We investigate and assess the performance of several beamforming algorithms, including both those based on channel state information at the transmitter, that is, minimum mean square error and zero forcing, and those only requiring the users' locations, that is, switchable multi‐beam. Through a detailed numerical analysis, we provide a thorough comparison of the performance in terms of per‐user achievable spectral efficiency of the aforementioned beamforming schemes, and we show that the proposed signal to‐leakage‐plus‐noise ratio beamforming technique is able to outperform both minimum mean square error and multi‐beam schemes in the presented satellite communication scenario.
卫星通信系统将是5G和6G网络的关键组成部分,以实现提供无限和无处不在的通信以及部署智能和可持续网络的目标。为了满足5G及以后对更高吞吐量不断增长的需求,积极的频率复用方案(即全频率复用)与数字波束形成技术相结合,以应对大规模的同信道干扰,被认为是一个关键解决方案。为了(i)消除所有用户波束成形矢量之间的联合优化问题,(ii)将其拆分为不同的波束成形矢量,以及(iii)找到一个闭合形式的解决方案,我们提出了一种基于最大化近地轨道卫星服务的用户信噪比的波束成形算法。我们研究并评估了几种波束成形算法的性能,包括基于发射机信道状态信息的波束成形算法,即最小均方误差和迫零算法,以及只需要用户位置的波束成形方法,即可切换多波束算法。通过详细的数值分析,我们对上述波束成形方案在每个用户可实现的频谱效率方面的性能进行了彻底的比较,并且我们表明,在所提出的卫星通信场景中,所提出的信噪比波束形成技术能够优于最小均方误差和多波束方案。
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引用次数: 0
Priority switching scheduler 优先级切换调度器
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-07-31 DOI: 10.1002/sat.1491
Anaïs Finzi, Victor Perrier, Fabrice Francès, Emmanuel Lochin

We define a novel core network router scheduling architecture called priority switching scheduler (PSS), to carry and isolate time constrained and elastic traffic flows from best-effort traffic. To date, one possible solution has been to implement a core DiffServ network with standard fair queuing and scheduling mechanisms as proposed in the well-known “A Differentiated Services Code Point (DSCP) for Capacity-Admitted Traffic” from RFC5865. This architecture is one of the most selected solutions by internet service provider for access networks (e.g., customer-premises equipment) and deployed within several performance-enhancing proxies (PEPs) over satellite communications (SATCOM) architectures. In this study, we argue that the proposed standard implementation does not allow to efficiently quantify the reserved capacity for the AF class. By using a novel credit-based shaper mechanism called burst limiting shaper (BLS) to manage the AF class, we show that PSS can provide the same isolation for the time constrained EF class while better quantifying the part allocated to the AF class. PSS operates both when the output link capacity is fixed (e.g., wire links and terrestrial networks) or might vary due to system impairments or weather condition (e.g., wireless or satellite links). We demonstrate the capability of PSS through an emulated SATCOM scenario with variable capacity and show the AF output rate is less dependent on the EF traffic, which improves the quantification of the reserved capacity of AF, without impacting EF traffic.

我们定义了一种新的核心网络路由器调度架构,称为优先级切换调度器(PSS),以承载和隔离时间约束和弹性流量与尽力而为流量。到目前为止,一种可能的解决方案是实现具有标准公平排队和调度机制的核心DiffServ网络,如RFC5865中众所周知的“容量允许流量的差分服务代码点(DSCP)”中所提出的。该体系结构是互联网服务提供商为接入网络(例如,客户设备)选择最多的解决方案之一,并部署在卫星通信(SATCOM)体系结构上的几个性能增强代理(PEP)中。在这项研究中,我们认为,拟议的标准实施不允许有效量化AF类的预留容量。通过使用一种称为突发限制整形器(BLS)的新型基于信用的整形器机制来管理AF类,我们表明PSS可以为时间约束的EF类提供相同的隔离,同时更好地量化分配给AF类的部分。当输出链路容量是固定的(例如,有线链路和地面网络)或可能由于系统损坏或天气条件(例如,无线或卫星链路)而变化时,PSS都会运行。我们通过具有可变容量的模拟SATCOM场景展示了PSS的能力,并表明AF输出速率较少依赖于EF流量,这提高了AF预留容量的量化,而不会影响EF流量。
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引用次数: 0
Performance analysis of satellite link using Gaussian mixture model under rain 基于高斯混合模型的雨下卫星链路性能分析
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-07-27 DOI: 10.1002/sat.1490
Rajnish Kumar, Shlomi Arnon

The evolution of communication systems to the next generation, for example, B5G and 6G, demands an ultrareliable performance regardless of weather conditions. Such ultrareliable system design will require that the effects of adverse weather events on the communication system have to be computed more accurately so that physical layer compensation should be optimally and dynamically adaptive to such events. The performance of satellite links is severely affected by dynamic rain attenuation, and thus, accurate and reliable modeling of performance parameters is essential for dynamic fade countermeasures, especially above 10 GHz. In this work, we model the energy per bit to noise spectral density ratio (Eb/N0) using Gaussian mixture (GM) model during rainy events. The developed mathematical expression is used to accurately model the average Eb/N0, bit error rate (BER), outage probability, and ergodic channel capacity of the link. The average BER, upper bound on BER, and average ergodic capacity of an M-ary phase shift keying scheme (MPSK) using the GM model of Eb/N0 are derived to evaluate the performance of the link under such weather impairments. We then show the numerical results and analysis using the GM model of the measured Eb/N

下一代通信系统的演进,例如B5G和6G,要求无论天气条件如何都具有超可靠的性能。这种超可靠的系统设计要求必须更准确地计算恶劣天气事件对通信系统的影响,以便物理层补偿能够最优地动态适应这些事件。卫星链路的性能受到动态雨衰减的严重影响,因此,准确可靠的性能参数建模对于动态衰减对抗至关重要,特别是在10ghz以上。在这项工作中,我们使用高斯混合(GM)模型模拟了降雨事件中每比特能量与噪声谱密度比(Eb/N0)。该数学表达式可以精确地模拟链路的平均Eb/N0、误码率(BER)、中断概率和遍历信道容量。利用Eb/N0的GM模型,推导了M - ary相移键控方案(MPSK)的平均误码率、误码率上界和平均遍历容量,以评估该链路在这种天气损伤下的性能。然后,我们展示了利用AMoS‐7卫星在以色列一个地点获得的测量Eb/N0数据的GM模型的数值结果和分析。
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引用次数: 0
On the design considerations of solid-state power amplifiers for satellite communications: A systems perspective 从系统角度谈卫星通信用固态功率放大器的设计考虑
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-05-23 DOI: 10.1002/sat.1483
Emrah Öncü, Rasit Tutgun, Emre Aktas

Conventional solid-state power amplifier (SSPA) design approach isolates radio frequency (RF) design from communication theory. In this paper, a unified SSPA design approach is proposed, which optimizes SSPA parameters (bias voltage and input RF signal power) to minimize total DC power consumption while satisfying received SNR constraint specified by the link budget. The effect of SSPA nonlinearity is quantified by the error vector magnitude measured at its output and the corresponding received SNR degradation is analyzed. Using the quantitative metrics for received SNR, it is possible to evaluate highly nonlinear SSPA classes such as Class-B or deep-Class AB, which are normally not considered in conventional SSPA design approach to be used in satellite communication applications.

传统的固态功率放大器(SSPA)设计方法将射频(RF)设计与通信理论隔离开来。本文提出了一种统一的SSPA设计方法,优化SSPA参数(偏置电压和输入射频信号功率),在满足链路预算规定的接收信噪比约束的情况下,使总直流功耗最小。通过在其输出处测量的误差矢量大小来量化SSPA非线性的影响,并分析了相应的接收信噪比退化。使用接收信噪比的定量指标,可以评估高度非线性的SSPA类别,如B类或深AB类,这些通常不考虑用于卫星通信应用的传统SSPA设计方法。
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引用次数: 0
Machine Learning and Deep Learning powered satellite communications: Enabling technologies, applications, open challenges, and future research directions 机器学习和深度学习驱动的卫星通信:使能技术、应用、开放挑战和未来研究方向
IF 1.7 4区 计算机科学 Q1 Engineering Pub Date : 2023-05-14 DOI: 10.1002/sat.1482
Arindam Bhattacharyya, Shvetha M. Nambiar, Ritwik Ojha, Amogh Gyaneshwar, Utkarsh Chadha, Kathiravan Srinivasan

The recent wave of creating an interconnected world through satellites has renewed interest in satellite communications. Private and government-funded space agencies are making advancements in the creation of satellite constellations, and the introduction of 5G has brought a new focus to a fully connected world. Satellites are the proposed solutions for establishing high throughput and low latency links to remote, hard-to-reach areas. This has caused the injection of many satellites in Earth's orbit, which has caused many discrepancies. There is a need to establish highly adaptive and flexible satellite systems to overcome this. Machine Learning (ML) and Deep Learning (DL) have gained much popularity when it comes to communication systems. This review extensively provides insight into ML and DL's utilization in satellite communications. This review covers how satellite communication subsystems and other satellite system applications can be implemented through Artificial Intelligence (AI) and the ongoing open challenges and future directions.

最近通过卫星创建互联世界的浪潮重新激发了人们对卫星通信的兴趣。私人和政府资助的航天机构在创建卫星星座方面取得了进展,5G的引入为一个完全互联的世界带来了新的关注点。卫星是建立与偏远、难以到达地区的高吞吐量和低延迟链路的拟议解决方案。这导致了许多卫星进入地球轨道,从而造成了许多差异。需要建立高度自适应和灵活的卫星系统来克服这一问题。当涉及到通信系统时,机器学习(ML)和深度学习(DL)已经变得非常流行。这篇综述广泛地提供了对ML和DL在卫星通信中的应用的见解。这篇综述涵盖了如何通过人工智能实现卫星通信子系统和其他卫星系统应用,以及正在进行的开放挑战和未来方向。
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引用次数: 2
期刊
International Journal of Satellite Communications and Networking
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