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Design of buffered double linked list for LEO satellite beam-hopping forwarding 为低地球轨道卫星波束跳转转发设计缓冲双链表
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-27 DOI: 10.1002/sat.1503
Yangyang Wan, Wei Hong

The beam-hopping technology can solve the problems of uneven user distribution and uneven service demand and improve the efficiency of resource utilization. It is one of the important technologies of future satellite–ground integrated communication. However, the mobility of LEO satellites and the on-demand scheduling of beams make each satellite beam correspond to multiple ground wave positions, which brings great difficulties to data processing. In this paper, after analyzing the difficulties of the data forwarding buffer of the beam-hopping system, a double-linked list structure of user state chain and data buffer chain is proposed, which solves the problem of data forwarding between the satellite and users in the dynamic state and provides an efficient solution for the data exchange of the beam-hopping LEO satellite.

跳束技术可以解决用户分布不均、业务需求不均等问题,提高资源利用效率。它是未来星地一体化通信的重要技术之一。然而,低地轨道卫星的移动性和波束的按需调度使得每个卫星波束对应多个地面波位置,给数据处理带来了很大困难。本文在分析了跳波束系统数据转发缓冲区的难点后,提出了用户状态链和数据缓冲区链的双链表结构,解决了动态状态下卫星与用户之间的数据转发问题,为跳波束低地轨道卫星的数据交换提供了一种高效的解决方案。
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引用次数: 0
A high-efficiency frequency synchronization scheme for low Earth orbit satellite communications based on dynamic game theory 基于动态博弈论的低地球轨道卫星通信高效频率同步方案
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-25 DOI: 10.1002/sat.1502
Wen Liu, Wei Cai, Lizhe Liu, Dongdong Wang, Wenliang Lin, Ke Wang, Zhongliang Deng, Yaohua Deng, Da Wan, Zewen Dong, Junhe Hu

The rapid development of satellite internet networks has given rise to a new vision for the sixth generation of networking technology. However, the Doppler effect is relatively serious in satellite internet networks because a satellite moves quickly relative to a ground terminal. Therefore, there is an urgent need to study intelligent and dynamic synchronization methods to solve the problem of the rapidly changing Doppler frequency offset. Traditional methods do not consider the impact of spatial changes and typically focus on enhancing the estimation range or accuracy. We analyze various scenarios under phased array beam hopping and establish constraints between the terminal location, satellite ephemeris, subsatellite point track, elevation angle, and carrier frequency offset. We introduce dynamic game theory into frequency synchronization to optimize multiple Doppler estimation performance under rapidly changing channel conditions. We take the combination of carrier frequency offset estimation algorithm strategies at the current moment as the game entity. Simulation results demonstrate that the proposed method can achieve an estimation accuracy of 100 Hz and an estimation range of ±800 kHz. During the onboard test, the probability of achieving complete synchronization (when the synchronization success rate is 1) is 0.65, which is much higher than the 0.15 of the single method.

卫星互联网络的快速发展为第六代网络技术带来了新的愿景。然而,在卫星互联网络中,由于卫星相对于地面终端的移动速度很快,多普勒效应比较严重。因此,迫切需要研究智能动态同步方法来解决快速变化的多普勒频率偏移问题。传统方法不考虑空间变化的影响,通常只关注提高估计范围或精度。我们分析了相控阵跳束下的各种情况,并在终端位置、卫星星历、子卫星点轨迹、仰角和载波频率偏移之间建立了约束。我们将动态博弈论引入频率同步,以优化快速变化信道条件下的多重多普勒估计性能。我们将当前时刻的载波频率偏移估计算法策略组合作为博弈实体。仿真结果表明,所提出的方法可实现 100 Hz 的估计精度和 ±800 kHz 的估计范围。在机载测试中,实现完全同步(同步成功率为 1 时)的概率为 0.65,远高于单一方法的 0.15。
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引用次数: 0
Time and phase alignment of distributed gateways: Theoretical analysis and experimental demonstration 分布式网关的时间与相位对准:理论分析与实验论证
IF 1.6 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-24 DOI: 10.1002/sat.1500
Eriserdi Mollaymeri, Thomas Delamotte, Andreas Knopp

Very high throughput satellite systems have recently been developed to offer high-speed connectivity, especially in remote areas, planes, and ships. The high data rates can be achieved by using a multibeam approach with an aggressive reuse of the available frequency resources. Due to the high number of user beams, the system must support a large aggregated bandwidth. Multiple-gateway architectures are a necessary solution to sustain the immense bandwidth requirements. Multiple-input multiple-output (MIMO) feeder links have been proposed to address the ground segment design challenges of multiple-gateway architectures. The deployment costs and the link availability performance can in particular benefit from this approach. However, to coordinate the operation of multiple gateways, high precision time and phase synchronization is necessary. In this paper, the effect of time and phase misalignment in N×N MIMO feeder links is studied. The performance limitation due to imperfect time and phase distribution is analyzed. Synchronization via optical fiber is considered in this study. The accuracy of time distribution was verified through laboratory measurements. The impact of the residual timing error on the achievable system bandwidth was assessed. Results showed that several GHz of bandwidth can be supported. On the other hand, a recently proposed phase synchronization approach is considered as a promising candidate for MIMO feeder links. Its phase stability performance is assessed, and it is emphasized that requirements in terms of link outage are fulfilled.

最近开发了非常高通量的卫星系统,以提供高速连接,特别是在偏远地区,飞机和船舶上。高数据速率可以通过使用多波束方法实现,并积极重用可用的频率资源。由于用户波束数量较多,系统必须支持较大的聚合带宽。多网关架构是维持巨大带宽需求的必要解决方案。多输入多输出(MIMO)馈线链路已被提出,以解决多网关架构的地面段设计挑战。部署成本和链路可用性性能尤其可以从这种方法中获益。然而,为了协调多个网关的运行,需要高精度的时间和相位同步。本文研究了N × N MIMO馈线链路中时间和相位失调的影响。分析了由于时间和相位分布不完善导致的性能限制。本研究考虑光纤同步。通过实验室测量验证了时间分布的准确性。评估了剩余定时误差对可实现系统带宽的影响。结果表明,该系统可支持数GHz的带宽。另一方面,最近提出的相位同步方法被认为是MIMO馈线链路的一个有希望的候选方法。对其相位稳定性能进行了评价,强调在链路中断方面满足要求。
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引用次数: 0
Univariate exploratory data analysis of satellite telemetry 卫星遥测的单变量探索性数据分析
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-21 DOI: 10.1002/sat.1498
Mv Ramachandra Praveen, Sushabhan Choudhury, Piyush Kuchhal, Rajesh Singh, Purnendu Shekhar Pandey, Antonino Galletta

Large low Earth orbit satellite constellations require machine learning methods for enabling autonomy in health keeping of the satellites. Autonomy in health keeping entail's fault detection, isolation and reconfiguration. However, prior to model building, it becomes imperative to conduct exploratory data analysis of the data to gain an intuition of data and to decide the best model. Univariate exploratory data analysis has been carried out on a BUS CURRENT sensor of electrical power system of a low Earth orbit satellite to gain an understanding of data. Various aspects of data like presence of outliers, sampling frequency, missing values, comparison of imputation methods to fill missing values seasonality and trend analysis, stationarity test on data, rolling mean and autocorrelation and partial auto correlation plots have been made, and a detailed statistical analysis of results has been conducted.

大型低地球轨道卫星群需要采用机器学习方法来实现卫星的自主健康维护。自主健康维护包括故障检测、隔离和重新配置。然而,在建立模型之前,必须对数据进行探索性数据分析,以获得数据直观性并确定最佳模型。为了了解数据,我们对低地球轨道卫星电力系统的总线电流传感器进行了单变量探索性数据分析。分析了数据的各个方面,如是否存在异常值、采样频率、缺失值、填补缺失值的估算方法比较、季节性和趋势分析、数据静态检验、滚动平均值、自相关和部分自相关图,并对结果进行了详细的统计分析。
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引用次数: 0
Base station location generation algorithm for satellite-terrestrial co-existence studies 用于卫星-地面共存研究的基站位置生成算法
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-21 DOI: 10.1002/sat.1501
Vijay Singh Bhadouria, Sucharita Chakraborty, Saket D. Buch, Subhash Chandra Bera

The enormous growth of mobile broadband traffic is a catalyst for expanding terrestrial communication systems and their integration with satellite communication systems. This results in sharing frequencies allocated to satellite communication systems with terrestrial systems. As this can lead to interference between the incumbent and the upcoming service, coexistence studies are conducted. In the case of sharing satellite uplink frequencies with terrestrial communication systems, interference from base stations (BSs) is dominant. While there are methods to estimate the number of BSs that may be deployed, it is unclear where the BSs will be located. The BS locations play a pivotal role in interference calculation, as the values of link budget parameters are highly dependent on the longitude and latitude of interfering transmitters. This article presents an intelligent method which balances network capacity and coverage for simulating base stations (BSs) in coexistence studies. A realistic BS distribution is generated using weighted K-means clustering (WKMC) algorithm and incorporating population density along with Haversine distance. The paper provides a case study of co-frequency, co-coverage interference in the satellite uplink in the C-band to demonstrate the impact of BS distribution on the results of coexistence studies. This paper will find applications in upcoming frequency sharing and coexistence studies and the design of integrated satellite-terrestrial communication networks.

移动宽带流量的巨大增长推动了地面通信系统的扩展及其与卫星通信系统的整合。这就导致卫星通信系统与地面系统共享分配给卫星通信系统的频率。由于这可能导致现有服务与即将推出的服务之间产生干扰,因此需要进行共存研究。在与地面通信系统共享卫星上行链路频率的情况下,来自基站(BS)的干扰占主导地位。虽然有一些方法可以估算可能部署的 BS 数量,但并不清楚 BS 的位置。由于链路预算参数值高度依赖于干扰发射机的经度和纬度,因此 BS 位置在干扰计算中起着至关重要的作用。本文提出了一种智能方法,可在共存研究中平衡网络容量和覆盖范围,用于模拟基站(BS)。利用加权 K-means 聚类(WKMC)算法,并结合人口密度和哈弗辛距离,生成了现实的基站分布。本文提供了一个 C 波段卫星上行链路中同频、同覆盖干扰的案例研究,以展示 BS 分布对共存研究结果的影响。本文将在即将开展的频率共享和共存研究以及卫星-地面综合通信网络设计中得到应用。
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引用次数: 0
Coexistence of terrestrial and non-terrestrial networks on adjacent frequency bands 地面和非地面网络在相邻频带上共存
IF 1.6 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-13 DOI: 10.1002/sat.1499
Lauri Sormunen, Henrik Martikainen, Jani Puttonen, Dorin Panaitopol

This paper presents the latest achievements concerning 3GPP Release-17 adjacent band coexistence simulation work on 5G new radio non-terrestrial networks (NTNs) for satellite communications. For the first time, 3GPP considered the introduction of mobile satellite service (MSS) frequency bands for 3GPP user equipment (UE) direct connectivity with satellites and had to consider the coexistence in adjacent bands with terrestrial networks (TNs). This paper will further explain the most challenging and the main surprising outcomes of this work, which opened new market opportunities for both terrestrial and non-terrestrial stakeholders. The main conclusions can be summarized as follows: (1) NTN UE can reuse the current requirements of the TN UE, (2) the satellite connectivity does not require a dedicated satellite waveform, and (3) TN can co-exist with NTN on adjacent channels with relaxed ACIR requirements for the tested simulation scenario.

本文介绍了卫星通信用5G新型无线电非地面网(NTNs) 3GPP Release-17邻带共存仿真工作的最新进展。3GPP首次考虑引入移动卫星业务(MSS)频段,用于3GPP用户设备(UE)与卫星的直接连接,并且必须考虑与地面网络(tn)相邻频段的共存。本文将进一步解释这项工作的最具挑战性和主要令人惊讶的结果,这为地面和非地面利益相关者开辟了新的市场机会。主要结论可以总结为:(1)NTN UE可以复用TN UE的当前需求;(2)卫星连通性不需要专用的卫星波形;(3)在测试的仿真场景中,TN可以与NTN共存于相邻信道,且ACIR要求较低。
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引用次数: 0
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 Q3 ENGINEERING, AEROSPACE 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 Q3 ENGINEERING, AEROSPACE 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 Q3 ENGINEERING, AEROSPACE 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 Q3 ENGINEERING, AEROSPACE 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
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International Journal of Satellite Communications and Networking
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