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Cooperative multigroup multicast beamforming for cache-enabled ultra-dense low earth orbit satellite constellation networks 支持缓存的超密集低地球轨道卫星星座网络的合作多组多播波束形成
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-05-18 DOI: 10.1002/sat.1445
Jianfei Tong, Cheng Wang, Xiaoyan Zhao, Gaofeng Cui, Weidong Wang

The ultra-dense low earth orbit (LEO) satellite constellation (UD-LSC) networks are expected to be incorporated in future wireless networks, particularly 6G networks, to provide global wireless access with enhanced data rates. This paper investigates the downlink multigroup multicast transmission for UD-LSC networks, in which LEO satellites provide the multicast service for ground users with full frequency reuse. Moreover, in-network caching, as a key enabling technology of information-centric networking, is brought into UD-LSC networks to achieve both bandwidths saving and delay reduction. However, the multicast capacity is constrained by the signal to interference and noise ratio (SINR) of bottleneck users in each multicast group. Besides, the high-speed movement of LEO satellites makes cache placement and updating more challenging than ground networks with immobile base stations. To track these problems, we first propose a cache-enabled multi-satellite cooperation framework and formulate the multicast transmission problem and the content caching problem. Then, to reduce the average content delivery delay (CDD) of ground users, we propose a cooperative multicast beamforming and transmission-aware dynamic caching (CMB-TDC) algorithm based on the sample average approach and successive convex approximation. Simulation results show that the proposed CMB-TDC algorithm can improve the multicast capacity, and then the average CDD is reduced for UD-LSC networks.

超密集低地球轨道(LEO)卫星星座(UD-LSC)网络预计将被纳入未来的无线网络,特别是6G网络,以提高数据速率提供全球无线接入。本文研究了低轨道卫星为地面用户提供全频率复用的下行多组多播传输。此外,将网内缓存作为信息中心网络的关键使能技术引入到UD-LSC网络中,实现了节省带宽和降低时延的双重目的。但是,组播容量受到每个组播组中瓶颈用户信噪比的限制。此外,低轨道卫星的高速运动使得高速缓存的放置和更新比具有固定基站的地面网络更具挑战性。为了跟踪这些问题,我们首先提出了一个支持缓存的多卫星合作框架,并制定了多播传输问题和内容缓存问题。然后,为了降低地面用户的平均内容分发延迟(CDD),提出了一种基于样本平均法和逐次凸逼近的协同组播波束形成和传输感知动态缓存(CMB-TDC)算法。仿真结果表明,提出的CMB-TDC算法可以提高组播容量,从而降低UD-LSC网络的平均CDD。
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引用次数: 0
Research on GNSS interference recognition based on ROI of correlation peaks 基于相关峰ROI的GNSS干扰识别研究
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-04-23 DOI: 10.1002/sat.1444
Bin Yang, Chunxiao Dong, Bo Gao, Yongjun Liu, Weijia Cui, Fei Gao

The general Global Navigation Satellite System (GNSS) receiver faces several challenges because of jamming signals, spoofing signals, and multipath signals, which severely influence its safety. In this paper, a receiver scheme with an interference recognition function is designed. In the latter, the correlation peak with different shapes is produced according to different interferences. The machine learning method is then applied to recognize and classify these feature maps. This transforms the interference recognition problem into a machine learning-based classification problem. In order to reduce the complexity of the machine learning network, only the finite-length correlation peak region of interest (ROI) is extracted as network input, endowing the shallow neural network with the interference recognition function. Afterward, five data acquisition environments are designed: authentic, spoofing, jamming, non-line-of-sight (NLOS) multipath, and line-of-sight (LOS) multipath. Moreover, several experimental data are acquired, followed by the production of the correlation peak maps dataset, that are then learned and tested using two machine learning networks: one-dimensional convolutional neural network (1D-CNN) and bidirectional long short-term memory neural network (BiLSTM-NN). The results demonstrate that a recognition accuracy rate of over 98% can be reached using the shallow machine learning network.

通用全球导航卫星系统(GNSS)接收机面临着干扰信号、欺骗信号和多径信号的挑战,严重影响了接收机的安全性。本文设计了一种具有干扰识别功能的接收机方案。后者根据不同的干扰产生不同形状的相关峰。然后应用机器学习方法对这些特征映射进行识别和分类。这将干扰识别问题转化为基于机器学习的分类问题。为了降低机器学习网络的复杂性,只提取有限长度的相关感兴趣峰区域(ROI)作为网络输入,赋予浅层神经网络干扰识别功能。随后,设计了五种数据采集环境:真实、欺骗、干扰、非视距(NLOS)多路径和视距(LOS)多路径。此外,还获取了一些实验数据,然后生成相关峰值图数据集,然后使用两种机器学习网络进行学习和测试:一维卷积神经网络(1D-CNN)和双向长短期记忆神经网络(BiLSTM-NN)。结果表明,使用浅层机器学习网络可以达到98%以上的识别准确率。
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引用次数: 1
A note on an enhanced dynamic authentication scheme for mobile satellite communication systems 关于移动卫星通信系统的增强动态认证方案的说明
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-04-18 DOI: 10.1002/sat.1443
Uddeshaya Kumar, Manish Garg

Recently, Yulei Chen and Jianhua Chen (An enchanced dynamic authentication scheme for mobile satellite communication systems. Int J Satell Commun Netw. 2020; 39(3): 250-262) presented an enhanced dynamic authentication scheme for mobile satellite communication systems in 2020. The authors found that there is a flaw in the authentication phase of the scheme proposed by Yulei Chen and Jianhua Chen's scheme. Due to this flaw, user is unable to authenticate to NCC (network control center) and also fails to establish the session key with NCC. In this paper, the authors improved the Yulei Chen and Jianhua Chen's scheme. In the proposed scheme, it is shown that user is able to authenticate to NCC (network control center) and also establish the session key with NCC. The authors also demonstrate that the computation cost and communication cost are also decreased.

最近,陈玉蕾、陈建华等研究了一种增强的移动卫星通信系统动态认证方案。国际卫星通信网络。2020;39(3): 250-262)在2020年提出了一种增强的移动卫星通信系统动态认证方案。作者发现,陈玉蕾和陈建华提出的方案在认证阶段存在缺陷。由于该漏洞,用户无法向NCC(网络控制中心)认证,也无法与NCC建立会话密钥。本文对陈玉蕾和陈建华的方案进行了改进。在该方案中,用户可以向NCC(网络控制中心)进行身份验证,并与NCC建立会话密钥。作者还证明了计算成本和通信成本也有所降低。
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引用次数: 2
Issue Information 问题信息
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-04-11 DOI: 10.1002/sat.1408
No abstract is available for this article.
这篇文章没有摘要。
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引用次数: 0
Preliminary results on estimation of signal fading on telecommunication satellite telemetry signals with hybrid numerical weather prediction and artificial neural network approach under presence of aerosol effect 数值天气预报与人工神经网络混合方法在气溶胶效应下估计通信卫星遥测信号衰落的初步结果
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-04-08 DOI: 10.1002/sat.1442
Arif Armagan Gozutok, Umit Cezmi Yilmaz PhD, Selman Demirel PhD

In this research, an implementation of artificial deep neural networks (ANN) over outputs of 24-h multi-domain high-resolution nested real case Weather Research and Forecasting (WRF) model runs was carried out over two high-resolution simulation domains, which are tested and compared for rainfall generation in order to assess the signal fading event observed on geostationary telecommunication spacecraft in orbit for a real multiscale storm case. Our methodology of ANN, which is driven by WRF model output parameters, focuses on prediction of the rain attenuation signal impairment which is observed on the communication satellite telemetry (TM) downlink signal levels under significant aerosol presence due to dust storm which occurred on 12 September 2020. This modelling approach is then compared to rain attenuation observed on TM signal and correlated with communication satellite ground station TM signal measurements. Preliminary results from conducted error analysis (RMSE) on multiple input single output feed-forward neural network (MISO FFNN) prediction model outputs tested with several neural algorithms indicate good correlation with the TM downlink signal attenuation observations taken from the ground station TM baseband demodulator.

在本研究中,人工深度神经网络(ANN)在两个高分辨率模拟域上对24小时多域高分辨率嵌套天气研究与预报(WRF)模型运行的输出进行了实现,并对降雨产生进行了测试和比较,以评估在轨道上地球静止通信航天器观测到的真实多尺度风暴情况下的信号衰落事件。我们的人工神经网络方法由WRF模型输出参数驱动,重点预测在2020年9月12日发生的沙尘暴造成的显著气溶胶存在下,在通信卫星遥测(TM)下行信号水平上观测到的雨衰减信号损伤。然后将该建模方法与在TM信号上观测到的降雨衰减进行比较,并与通信卫星地面站TM信号测量结果进行相关。对多输入单输出前馈神经网络(MISO FFNN)预测模型输出进行误差分析(RMSE)的初步结果与地面站TM基带解调器观测到的TM下行信号衰减具有良好的相关性。
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引用次数: 0
Double difference method with zero and short base length carrier phase measurements for Navigation with Indian Constellation satellites L5 (1176.45 MHz) signal quality analysis 印度L5星座(1176.45 MHz)导航载波相位测量零基长和短基长双差法信号质量分析
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-04-07 DOI: 10.1002/sat.1441
Swamy KCT, Venkata Ratnam Devanaboyina, Towseef Ahmed Shaik

The carrier phase (CP) measurements should be unambiguous to achieve the enhanced accuracy of Global Navigation Satellite System (GNSS) services. However, all the real-time CP measurements are manipulated by different errors, namely, satellite and receiver clock error, ionosphere delay, troposphere delay, integer ambiguity, etc. Even after removing or minimizing all these errors, the CP measurements are influenced by multipath error and receiver hardware residual or bias. In this research article, a double difference (DD) method is proposed to estimate residual or bias in CP observations of Navigation with Indian Constellation (NavIC). The proposed method abolishes all the common errors and provides bias. However, the CP measurement with a bit of bias value can be considered a high-quality signal. Here, we investigate the quality of NavIC satellites L5 (1176.45 MHz) signal with real-time measurements obtained through zero base length (ZBL) and short base length (SBL) experiments conducted at Kurnool (15.79°N, 78.07°E), India. The results show that the CP measurement bias of the L5 signal is within the range ±0.338 and ±1.688 m, respectively, for stationary and moving receivers. The bias was enhanced to 3.71 m for the SBL measurements. The results also demonstrate that the bias is low when carrier to noise (C/No) is high, and its range is nearly the same for all the days. This research would be helpful to estimate the bias that improves accuracy of precise point positioning (PPP) applications.

载波相位(CP)测量应该是明确的,以实现全球导航卫星系统(GNSS)服务的提高精度。然而,所有的实时CP测量都受到不同误差的影响,即卫星和接收机时钟误差、电离层延迟、对流层延迟、整数模糊等。即使在消除或最小化所有这些误差之后,CP测量仍然受到多径误差和接收机硬件残差或偏置的影响。本文提出了一种双差分(DD)方法来估计印度星座导航CP观测的残差或偏差。该方法消除了所有常见误差,并提供了偏差。然而,带有一点偏置值的CP测量值可以被认为是高质量信号。本文通过在印度Kurnool(15.79°N, 78.07°E)进行的零基长(ZBL)和短基长(SBL)实验,研究了NavIC卫星L5 (1176.45 MHz)信号的实时测量结果。结果表明:L5信号的CP测量偏置分别在±0.338 m和±1.688 m范围内。对于SBL测量,偏差增强到3.71 m。结果还表明,当载波噪声比(C/No)较高时,偏置较低,且其范围在所有天内几乎相同。本研究将有助于估计偏差,从而提高精确点定位(PPP)应用的精度。
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引用次数: 4
ISTSat-1, a space-based Automatic Dependent Surveillance-Broadcast demonstration CubeSat mission ISTSat-1,天基自动相关监视-广播演示立方体卫星任务
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-01-22 DOI: 10.1002/sat.1440
João P. Monteiro, Alberto Cunha, Alexandre Silva, Carlos Fernandes, Diogo Neves, Fabian Naf, Gonçalo Tavares, José Freitas, João Pinto, Moisés Piedade, Nuno Ramos, Paulo J. S. Gil, Paulo Macedo, Rúben Afonso, Renato Encarnação, Rodrigo Ramos, Tomás Almeida, Rui M. Rocha

The use of space-based Automatic Dependent Surveillance-Broadcast (ADS-B) receivers to extend aircraft surveillance beyond line-of-sight communication has been discussed since the late 2000s and has been demonstrated in various missions. Although recent demonstrations have relied on small CubeSat platforms, the use of the smallest possible form factor has not been explored. This paper describes development of a spacecraft representing the first use of a 1 U CubeSat platform for aircraft tracking. To comply with the platform's limited power budget, the receiver departs from the typical application of FPGA boards to decoding ADS-B signals and instead employs a general microprocessor. The spacecraft also features some innovations over traditional CubeSat platforms, such as distributed system-level software amenable to extensive code reuse, redundant communications mechanisms, and software-based radiation mitigation strategies. Having designed, built, and integrated all subsystems, as well as performed multiple test campaigns at system and subsystem level, the team now aims at completing formal functional and environmental testing before undergoing the launch campaign, foreseen for 2022.

使用天基广播自动相关监视(ADS-B)接收机将飞机监视扩展到视距通信之外,自2000年代末以来一直在讨论,并已在各种任务中得到验证。尽管最近的演示依赖于小型CubeSat平台,但尚未探索使用尽可能小的外形因素。本文描述了一种代表首次使用1 U立方体卫星平台进行飞机跟踪的航天器的开发。为了满足平台有限的功率预算,接收器不再采用FPGA板解码ADS-B信号的典型应用,而是采用通用微处理器。该卫星还在传统CubeSat平台上进行了一些创新,例如可广泛重用代码的分布式系统级软件、冗余通信机制和基于软件的辐射缓解策略。在设计、建造和集成了所有子系统,并在系统和子系统级别进行了多次测试活动之后,该团队现在的目标是在进行预计于2022年进行的发射活动之前完成正式的功能和环境测试。
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引用次数: 0
The performance analysis of NOMA in LEO satellite rain attenuation and fading hybrid channel 低轨道卫星雨衰减衰落混合信道中NOMA的性能分析
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-12-16 DOI: 10.1002/sat.1439
Qian Ning, Xinjing Yang, Bingcai Chen, Xinzhi Zhou

In the fifth-generation (5G) and future sixth-generation (6G) networks, improving spectral efficiency and system capacity is still the main concern. Adding LEO satellite to the construction of 5G and 6G can make the network structure three-dimensional, which lets the network construction get rid of the limitation of ground space propagation distance and makes the wider area enjoy the convenience of 5G and 6G. However, due to the large link distance between space and the ground, the communication of LEO satellite in Ka band is greatly affected by rain attenuation and shadow fading. In order to improve the ergodic capacity of LEO satellite downlink, this paper attempts to apply nonorthogonal multiple access (NOMA) to hybrid channels with rainfall fading and shadow fading. In the simulation results, the ergodic capacity of orthogonal frequency division multiple access (OFDMA) and NOMA is compared, and it is found that the system capacity of hybrid channel can be improved by increasing the power allocation factor of NOMA. The experiments have studied the influence of LEO satellite's orbital height, fading degree, and transmission power in the communication link on the performance of LEO satellite system in this paper. The experimental results show that the lower the orbit height is, the better system performance will become under the same fading degree. Moreover, the energy consumed gradually decreases with the transmission power becoming small.

在第五代(5G)和未来的第六代(6G)网络中,提高频谱效率和系统容量仍然是主要关注的问题。在5G和6G建设中加入LEO卫星,可以使网络结构立体化,使网络建设摆脱地面空间传播距离的限制,使更广阔的区域享受到5G和6G的便利。然而,由于空间与地面之间的链路距离较大,Ka波段LEO卫星的通信受到雨水衰减和阴影衰落的影响较大。为了提高低轨道卫星下行链路的遍历能力,本文尝试将非正交多址(NOMA)技术应用于具有降雨衰落和阴影衰落的混合信道。在仿真结果中,比较了正交频分多址(OFDMA)和NOMA的遍历容量,发现提高NOMA的功率分配系数可以提高混合信道的系统容量。本文通过实验研究了低轨卫星轨道高度、衰落程度、通信链路传输功率对低轨卫星系统性能的影响。实验结果表明,在相同的衰落程度下,轨道高度越低,系统性能越好。随着传输功率的减小,所消耗的能量逐渐减小。
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引用次数: 2
Joint power allocation and cooperative analog beamforming for ultra-dense low Earth orbit satellite constellation networks 超密集低地球轨道卫星星座网络的联合功率分配与协同模拟波束形成
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-11-30 DOI: 10.1002/sat.1438
Jianfei Tong, Cheng Wang, Xiaoyan Zhao, Gaofeng Cui, Weidong Wang

In this paper, downlink multigroup multicast transmission in the ultra-dense low Earth orbit satellite constellation networks with full frequency reuse is studied. Multicast transmission significantly improves the system performance compared with point-to-point transmission. However, multicast capacity is constrained by the signal to interference and noise ratio (SINR) of bottleneck users in each group. To tackle this problem, we propose an alternating optimization-based joint power allocation and cooperative beamforming algorithm (AO-JPACB) to enhance the SINR of the bottleneck users and improve the system capacity. Simulation results show that the proposed AO-JPACB algorithm can improve the system capacity compared to single-satellite schemes.

本文研究了超低地球轨道卫星星座网络全频率复用下行链路多组多播传输问题。与点对点传输相比,组播传输显著提高了系统性能。然而,组播容量受到组内瓶颈用户信噪比的限制。为了解决这一问题,我们提出了一种基于交替优化的联合功率分配和协同波束形成算法(AO-JPACB),以提高瓶颈用户的信噪比,提高系统容量。仿真结果表明,与单星方案相比,本文提出的AO-JPACB算法可以提高系统容量。
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引用次数: 2
On-field test campaign performance of VDE-SAT Link ID 20 over Norsat-2 LEO satellite VDE - SAT Link ID 20在Norsat - 2 LEO卫星上的现场测试战役性能
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-11-10 DOI: 10.1002/sat.1437
Riccardo Andreotti, Leonardo Nanna, Marco Andrenacci, Agostino Isca, Hans-Christian Haugli, Nader Alagha

The latest technical recommendation by the International Telecommunication Union (ITU) for a data exchange system in the VHF maritime mobile band defines a random access channel (RAC) for communications on the uplink channel between vessels and satellites. The physical layer frame for random uplink channel is designed to allow for a more efficient use of the power amplifiers and includes features to assist the satellite receivers to resolve overlapping reception of multiple messages. This paper presents the performance results of an over-the-air test campaign carried out exploiting the NorSat-2 Low Earth orbit (LEO) satellite. After a review of the VDE-SAT RAC and Link ID 20 burst, a possible demodulator implementation is shown. Then, the VDE-SAT transmitter platform, located in Pisa, Italy, emulating a population of vessels transmitting to the NorSat-2 LEO satellite is introduced, and the test cases are described. Afterward, the analysis of the recorded signals is provided. The post-analysis first focuses on the demodulation performance in terms of probability of successful demodulation of the interfering bursts. Further investigation has also been carried out to better understand the interference environment in this frequency band for satellite signal reception. Tests indicate promising results of successfully detecting and demodulating up to 22 overlapping RAC messages, confirming the robustness of the protocol. Finally, capitalizing on the above analysis, conclusions suggest possible improvements.

国际电信联盟(ITU)关于甚高频海上移动频带数据交换系统的最新技术建议定义了一个随机接入信道,用于船舶和卫星之间的上行链路信道上的通信。用于随机上行链路信道的物理层帧被设计为允许更有效地使用功率放大器,并且包括帮助卫星接收机解决多个消息的重叠接收的特征。本文介绍了利用NorSat‐2近地轨道(LEO)卫星进行的空中试验活动的性能结果。在审查了VDE‐SAT RAC和链路ID 20突发后,显示了可能的解调器实现。然后,介绍了位于意大利比萨的VDE‐SAT发射机平台,该平台模拟了向NorSat‐2 LEO卫星发射的大量船只,并描述了测试用例。然后,提供对所记录的信号的分析。后分析首先关注干扰突发成功解调概率方面的解调性能。还进行了进一步的调查,以更好地了解该频带中卫星信号接收的干扰环境。测试表明,成功检测和解调多达22条重叠RAC消息的结果很有希望,证实了协议的稳健性。最后,根据上述分析,得出的结论提出了可能的改进意见。
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引用次数: 0
期刊
International Journal of Satellite Communications and Networking
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