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Cooperative user association and resource allocation for task offloading in hybrid GEO‐LEO satellite networks GEO-LEO混合卫星网络中任务卸载的合作用户关联和资源分配
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-11-02 DOI: 10.1002/sat.1436
Tao Leng, Pengfei Duan, Dongwei Hu, Gaofeng Cui, Weidong Wang
Hybrid geosynchronous earth orbit (GEO) and low earth orbit (LEO) satellite networks play an important role in future satellite‐assisted internet of things (S‐IoT). However, the limited satellite on‐board communication and computing resource poses a large challenge for the task offloading in the hybrid GEO‐LEO satellite networks. In this paper, the problem of task offloading is formulated as a cooperative user association and resource allocation problem. To tackle the problem, we model it as a Markov decision process and decompose it into two sub‐problems, which are sequential decisions for user association and resource allocation with fixed user association conditions. Deep reinforcement learning (DRL) is adopted to make sequential decisions to achieve long‐term benefits, and convex optimization method is utilized to obtain optimal communication and computing resource allocation. Simulation results show that the proposed method is superior to other referred schemes.
混合地球同步轨道(GEO)和近地轨道(LEO)卫星网络在未来卫星辅助物联网(S-IoT)中发挥着重要作用。然而,有限的星载通信和计算资源对GEO-LEO混合卫星网络中的任务卸载提出了巨大挑战。在本文中,任务卸载问题被公式化为一个合作的用户关联和资源分配问题。为了解决这个问题,我们将其建模为马尔可夫决策过程,并将其分解为两个子问题,即具有固定用户关联条件的用户关联和资源分配的顺序决策。采用深度强化学习(DRL)进行顺序决策以实现长期效益,并采用凸优化方法获得最优通信和计算资源分配。仿真结果表明,该方法优于其他参考方案。
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引用次数: 4
System demonstrations of Ka‐band 5‐Gbps data transmission for satellite applications 用于卫星应用的Ka波段5 Gbps数据传输系统演示
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-11-02 DOI: 10.1002/sat.1434
Fan Lu, Yu Jiang, Rui Wang, Hu Wang, Pengfei Zhao, Hongbo Wei, Bing Ma, Chao Ma
Satellite‐ground‐link high‐rate high‐efficiency data transmission technique is one of the key supports for the development of high‐resolution low‐earth‐orbit (LEO) earth observation satellite systems. Ka‐band, frequency ranging from 24.6 to 40 GHz, shares a wide available bandwidth, high frequency reuse rate, and strong ability of anti‐jamming. Satellite operators have utilized the Ka‐band for satellite‐earth data transmission, which requires higher traffic capacity, and even have planned to launch new satellites with Ka‐band capacity. In this paper, we propose and experimentally demonstrate a 5‐Gbps uncoded data rate (corresponding to the channel rate of 6 Gbps) of Ka‐band data‐transmission system with dual‐circular polarization and frequency reuse for satellite‐earth applications. The objective of the experiment is gathering experimental data to validate the performance of the proposed four channel systems, including bit error ratio (BER) and link budget. Our work could support future satellite communication applications and meet the imperative demands of high rate transmission to earth.
星地链路高速率高效数据传输技术是发展高分辨率低地球轨道(LEO)地球观测卫星系统的关键支撑之一。Ka频段,频率范围为24.6 ~ 40ghz,具有可用带宽宽、频率复用率高、抗干扰能力强等特点。卫星运营商已经利用Ka波段进行卫星-地球数据传输,这需要更高的流量容量,甚至计划发射具有Ka波段容量的新卫星。在本文中,我们提出并实验证明了一个5 Gbps的无编码数据速率(对应于6 Gbps的信道速率)的双圆极化和频率复用Ka波段数据传输系统,用于卫星-地球应用。实验的目的是收集实验数据来验证所提出的四通道系统的性能,包括误码率(BER)和链路预算。我们的工作可以支持未来的卫星通信应用,并满足高速传输到地球的迫切需求。
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引用次数: 2
QUIC: Opportunities and threats in SATCOM 卫星通信的机遇和威胁
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-11-01 DOI: 10.1002/sat.1432
Nicolas Kuhn, François Michel, Ludovic Thomas, Emmanuel Dubois, Emmanuel Lochin, Francklin Simo, David Pradas

This article proposes a discussion on the strengths, weaknesses, opportunities, and threats related to the deployment of QUIC end-to-end from a satellite-operator point-of-view. The deployment of QUIC is an opportunity for improving the quality of experience when exploiting satellite broadband accesses. Indeed, the fast establishment of secured connections reduces the transmission time of short files. Moreover, removing transport-layer performance-enhancing proxies reduces the cost of network infrastructures and improves the integration of satellite systems. However, the congestion and flow controls at end points are not always suitable for satellite communications due to the intrinsic high bandwidth-delay product. Further acceptance of QUIC in satellite systems would be guaranteed if its performance in specific use cases were increased. Based on an emulated platform and on open-source software, this paper proposes values of performance metrics as one piece of the puzzle. The final performance objective requires consensus among the different actors. The objective should at least provide acceptable performance for satellite operators to allow QUIC traffic but reasonable enough to keep QUIC deployable on the Internet.

本文建议从卫星运营商的角度讨论与QUIC端到端部署相关的优势、劣势、机会和威胁。QUIC的部署是在利用卫星宽带接入时提高体验质量的一个机会。事实上,安全连接的快速建立减少了短文件的传输时间。此外,去除传输层性能增强代理降低了网络基础设施的成本,提高了卫星系统的集成度。然而,由于卫星通信固有的高带宽延迟积,终端的拥塞和流量控制并不总是适用于卫星通信。如果在特定用例中提高QUIC的性能,将保证卫星系统进一步接受QUIC。基于仿真平台和开源软件,本文提出了性能指标的值作为难题的一部分。最终的绩效目标需要各方达成共识。目标至少应该为卫星运营商提供可接受的性能,以允许QUIC流量,但要足够合理,以保持QUIC可在互联网上部署。
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引用次数: 0
CCAKESC: Chaotic map‐based construction of a new authenticated key exchange protocol for satellite communication CCAKESC:一种新的卫星通信认证密钥交换协议的基于混沌映射的构建
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-10-25 DOI: 10.1002/sat.1435
Uddeshaya Kumar, Manish Garg
Recently, many authentication schemes were proposed by researchers in the satellite communication environment. Unfortunately, several types of security flaws occur in relative works (Qi et al., 2019; Xu, 2019; Liu et al., 2017; Altaf et al., 2020), such as off‐line guessing attacks, smart card stolen attacks and replay attacks. In this paper, we proposed a secure authentication technique based on chaotic maps to solve these drawbacks. To establish the security of the proposed scheme, we employ formal proof under the random oracle model. In addition, an informal study with various security properties is provided to augment the security characteristics. Furthermore, we compare our protocol to several current schemes and demonstrate that our plan meets the security criteria while being cost‐effective. As a result, it is more suited to the satellite communication environment.
近年来,研究人员在卫星通信环境下提出了许多身份验证方案。不幸的是,在相关工作中出现了几种类型的安全漏洞(Qi et al., 2019;徐,2019;Liu et al., 2017;Altaf et al., 2020),例如离线猜测攻击、智能卡被盗攻击和重播攻击。本文提出了一种基于混沌映射的安全认证技术来解决这些问题。为了证明该方案的安全性,我们在随机oracle模型下进行了形式化证明。此外,还提供了具有各种安全属性的非正式研究,以增强安全特性。此外,我们将我们的协议与几种现有方案进行了比较,并证明我们的方案符合安全标准,同时具有成本效益。因此,它更适合卫星通信环境。
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引用次数: 2
Exclusion zone minimization and optimal operational mode selection for co‐existent geostationary and non‐geostationary satellites 地球静止卫星和非地球静止卫星共存的禁区最小化和最佳运行模式选择
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-10-19 DOI: 10.1002/sat.1433
F. Öztürk, A. Kara
The number of satellites has been increasing in both geostationary (GEO) and non‐geostationary (NGEO) earth orbits. Due to the limited availability of spectrum resources, the interference risk among these satellite networks has been increasing consequently. In such a scenario, the protection of existent GEO transmissions is crucial. In this paper, the co‐existence downlink interference from a typical low earth orbit (LEO) constellation to earth stations of GEO satellites is examined for minimization of exclusion zone on the equatorial region. Two different operational scenario based on modulation and coding (MODCOD) with/without spread spectrum for the LEO system are considered. A multiobjective optimization problem (MOP) is formulated for nondominant solutions set based on exclusive angle minimization and bandwidth utilization of the LEO link. It is shown that the exclusive angle can be reduced up to 21.3% and 19.6%, compared with the initial anchor point at the transmission bit rates of 100 and 200 Mbps, respectively. The proposed optimal operational setting minimizes the interference risk to the GEO satellite network as well as maintains quality of service (QoS) for the LEO communication network. The results provide optimal operational mode selection for LEO satellite operators and/or decision makers.
地球静止轨道(GEO)和非地球静止轨道(NGEO)的卫星数量一直在增加。由于频谱资源的有限性,这些卫星网络之间的干扰风险也随之增加。在这种情况下,保护现有的地球同步轨道传输至关重要。本文研究了典型低地球轨道星座对地球同步轨道卫星地面站的共存在下行干扰,以最小化赤道区域的排除区。考虑了两种不同的基于调制和编码(MODCOD)的低轨道系统有/没有扩频的操作方案。针对低轨道链路的非优势解集,提出了基于独占角最小化和带宽利用率的多目标优化问题。结果表明,在传输比特率分别为100和200 Mbps时,与初始锚点相比,专属角可减少21.3%和19.6%。所提出的最优运行设置在保证LEO通信网络服务质量的同时,最大限度地降低了对GEO卫星网络的干扰风险。研究结果为低轨道卫星运营商和/或决策者提供了最佳运行模式选择。
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引用次数: 1
On jamming detection methods for satellite Internet of Things networks 卫星物联网干扰检测方法研究
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-10-17 DOI: 10.1002/sat.1431
G. Taricco, N. Alagha
Despite the fast growth of machine‐type communications via satellite, the vulnerability of such networks to intentional interference and malicious jamming attacks is a raising concern. Specifically, in this paper, we address a class of jamming attacks in which the adversary uses the underlying knowledge of the satellite physical and access protocol to increase the jamming impact. In particular, we focused on a type of camouflage jamming attack (using publicly known preamble) to deceive the receiver, which rapidly leads to poor performance. Compared to conventional constant jamming attacks, these jamming strategies are known to be more effective and potentially more harmful to the targeted communication network. We analyze methods to detect such jamming attacks and provide examples of jamming detection techniques for the satellite Internet of Things (IoT) networks. Results indicate the effective performance of the jamming detection techniques for a variety of representative system parameters. More specifically, we introduce a simple (counting) jamming detection method along with numerical results for realistic system parameters, which confirms system design vulnerability as well as how the jammer may improve her strategy.
尽管通过卫星进行的机器型通信快速增长,但此类网络易受蓄意干扰和恶意干扰攻击的问题令人担忧。具体而言,在本文中,我们讨论了一类干扰攻击,其中对手使用卫星物理和接入协议的基本知识来增加干扰影响。特别是,我们关注的是一种伪装干扰攻击(使用已知的前导码)来欺骗接收机,这种攻击会迅速导致性能不佳。与传统的持续干扰攻击相比,这些干扰策略更有效,对目标通信网络的危害更大。我们分析了检测此类干扰攻击的方法,并提供了卫星物联网(IoT)网络的干扰检测技术示例。结果表明,干扰检测技术对各种具有代表性的系统参数具有有效的性能。更具体地说,我们介绍了一种简单的(计数)干扰检测方法,以及实际系统参数的数值结果,该方法确认了系统设计的漏洞以及干扰机如何改进其策略。
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引用次数: 0
Atmospheric absorption and scattering impact on optical satellite-ground links 大气吸收和散射对光学卫星-地面链路的影响
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-10-07 DOI: 10.1002/sat.1426
Dirk Giggenbach, Amita Shrestha

Free-space radio-frequency (RF) communication links for intersatellite or satellite-to-ground communications are getting increasingly constraint by the insufficient spectrum availability and limited data rate of RF technology. With the advent of large satellite mega-constellation networks for global communications coverage, this limitation of classical RF communication becomes even more critical. Therefore, the establishment of point-to-point free-space optical link technology (FSO) in space will become of paramount importance in future systems, where the application will be for data-relays links, or for mega-constellations inter-satellite links, as well as for direct data downlinks, or from deep-space probes to ground. Further advantages of optical FSO—besides spectrum availability—is its increased power efficiency, higher data rates, avoidance of interference, and inherent protection against interception. When, however, these optical communication links have to pass through Earth's atmosphere, attenuation and scattering effects do influence the signal transmission. In this publication, we investigate the effects of atmospheric attenuation, including the effects of molecular absorption as well as aerosol scattering and absorption, for typical wavelength regions used for FSO, dependent on the link geometries. Based on transmission-simulation databases, we show useful spectral ranges and their specific attenuation strength. Free spectral transmission windows dependent on atmospheric quality and elevation angle are identified for reliable and efficient use of the optical transmission technology in space applications.

卫星间或卫星对地通信的自由空间射频(RF)通信链路越来越受到射频技术频谱可用性不足和数据速率有限的限制。随着用于全球通信覆盖的大型卫星超级星座网络的出现,传统射频通信的这一局限性变得更加严重。因此,在空间中建立点对点自由空间光链路技术(FSO)在未来的系统中将变得至关重要,其中应用将用于数据中继链路,或用于巨型星座卫星间链路,以及用于直接数据下行链路,或从深空探测器到地面。除了频谱可用性之外,光学fso的进一步优势是其提高的功率效率、更高的数据速率、避免干扰和固有的防拦截保护。然而,当这些光通信链路必须穿过地球大气层时,衰减和散射效应确实会影响信号的传输。在这篇文章中,我们研究了大气衰减的影响,包括分子吸收以及气溶胶散射和吸收的影响,对于FSO使用的典型波长区域,取决于链路的几何形状。基于传输模拟数据库,我们给出了有用的光谱范围和它们的特定衰减强度。确定了依赖于大气质量和仰角的自由光谱传输窗口,以便在空间应用中可靠和有效地利用光传输技术。
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引用次数: 6
Satellite forward VDES channel modeling and impact on higher-layer performance 卫星前向VDES信道建模及其对高层性能的影响
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-10-05 DOI: 10.1002/sat.1430
Giovanni Giambene, Iago Gomez, Tomaso de Cola, Roshith Sebastian, MD Saifur Rahman

VHF data exchange system (VDES) is an emerging maritime communications standard that is meant to provide ship-to-shore, shore-to-ship, and ship-to-ship information services. VDES also includes a satellite component to extend the service coverage also to the high sea. Ships can receive important information via VDES and access this service via satellite when they are far from the shore. This paper uses data taken during a measurement campaign to develop an ON-OFF model for the VDE-SAT downlink channel taking the multipath effects caused by sea reflections into account. This model has been used to evaluate the impact of packet-level forward error correction (FEC) schemes (i.e., ideal codes, RaptorQ codes, and 2-Dimension Reed-Solomon codes) to further protect transmissions from deep fading events and to evaluate the impact at the transport level considering the possibility to adopt the transmission control protocol (TCP) for a file map delivery service.

甚高频数据交换系统(VDES)是一种新兴的海上通信标准,旨在提供船对岸、岸对船和船对船信息服务。VDES还包括一个卫星组件,用于将服务覆盖范围也扩展到公海。船舶可以通过VDES接收重要信息,并在远离海岸时通过卫星访问这项服务。本文使用测量活动期间获得的数据,为VDE-SAT下行链路信道开发了一个ON-OFF模型,其中考虑了海洋反射引起的多径效应。该模型已用于评估分组级前向纠错(FEC)方案(即理想码、RaptorQ码和二维Reed-Solomon码)的影响,以进一步保护传输免受深度衰落事件的影响,并在考虑将传输控制协议(TCP)用于文件映射传递服务的可能性的情况下,评估传输级别的影响。
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引用次数: 0
Design of a 3D ray-tracing model based on digital elevation model for comprehension of large- and small-scale propagation phenomena over the Martian surface 设计了一种基于数字高程模型的三维光线追踪模型,用于理解火星表面大尺度和小尺度的传播现象
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-09-21 DOI: 10.1002/sat.1423
Stefano Bonafini, Claudio Sacchi

The aim of the scientific community, towards the investigation of solutions able to favor a futuristic human settlement on Mars, also concerns ad hoc communication systems and wireless networks to be deployed over the “Red planet.” However, the state-of-the-art appears to be missing of realistic and replicable models for understanding the radio propagation over precise Martian locations. This means that performing solid simulations, rather than roughly approximated ones, is really a tough task. Thus, this paper describes the design of a 3D ray-tracing simulator based on high-resolution digital elevation models (DEMs) for the evaluation of Martian large-scale and small-scale phenomena in the S and EHF bands. First, by taking advantage of the Cole–Cole equations, we computed the complex permittivity of the JSC Mars-1 Martian regolith simulant. Then, we developed a 3D tile-based structure of the Gale crater, thanks to its DEM, and finally, we implemented a ray-tracing algorithm for outdoor environments able to trace the line of sight (LOS), the first and second reflections of a radio frequency (RF) signal between a transmitter (TX) and a receiver (RX) over the 3D structure. The results focus on estimating path losses, shadowing values, outage probability, and on the parametrization of multipath channels for selected areas and subareas, presenting heavily different morphological features, of the Gale crater. Moreover, some brief considerations about dust storms and atmosphere harmful effects on propagation will be drawn.

科学界的目标是研究未来人类在火星上定居的解决方案,这也涉及到在“红色星球”上部署的临时通信系统和无线网络。然而,最先进的技术似乎缺乏现实的和可复制的模型来理解精确的火星位置上的无线电传播。这意味着执行可靠的模拟,而不是粗略的近似模拟,确实是一项艰巨的任务。因此,本文设计了一种基于高分辨率数字高程模型(dem)的三维射线追踪模拟器,用于评估火星S和EHF波段的大尺度和小尺度现象。首先,利用Cole-Cole方程,我们计算了JSC Mars-1火星表土模拟物的复介电常数。然后,我们开发了盖尔陨石坑的三维瓦片结构,这要归功于它的DEM,最后,我们实现了一种户外环境的光线追踪算法,能够追踪视线(LOS),发射器(TX)和接收器(RX)之间的射频(RF)信号在3D结构上的第一次和第二次反射。结果集中在估计路径损失、阴影值、中断概率,以及对盖尔陨石坑的选择区域和子区域的多路径通道的参数化,这些区域呈现出截然不同的形态特征。此外,还对沙尘暴和大气对传播的有害影响作了简要的考虑。
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引用次数: 1
Performance bounds for VDE-SAT R-Mode VDE‐SAT R‐模式的性能界限
IF 1.7 4区 计算机科学 Q3 ENGINEERING, AEROSPACE Pub Date : 2021-09-19 DOI: 10.1002/sat.1429
Jan Šafář, Alan Grant, Martin Bransby

There has been growing interest within the satellite navigation community in the possibility of delivering positioning and timing services from existing or emerging constellations of Low-Earth Orbit communication satellites. At the same time, the international maritime community has been investigating the potential use of communication signals transmitted from shore-based stations for positioning—a concept commonly referred to as ‘ranging mode’, or R-Mode. The driving force for these developments is the desire to reduce the reliance on traditional Global Navigation Satellite Systems (GNSS). One of the technologies being considered for use in R-Mode is the evolution of the Automatic Identification System (AIS) known as the Very High Frequency Data Exchange System (VDES). VDES has a terrestrial and a satellite component. The feasibility of using terrestrial VDES transmissions for ranging was studied in a previous publication by the authors. This paper builds on the previous study and extends its results to the satellite component of VDES. Statistical bounds on the ranging error are derived for all downlink waveforms currently being considered for use in satellite VDES and for several custom-designed transmission formats. The analysis supports the feasibility of using both the existing and custom waveforms in ranging applications and points to related trade-offs that will need to be considered in the design of satellite VDES R-Mode systems.

卫星导航界对从现有或新兴的近地轨道通信卫星星座提供定位和定时服务的可能性越来越感兴趣。与此同时,国际海事界一直在调查从岸基站传输的通信信号用于定位的潜在用途——这一概念通常被称为“测距模式”或R模式。这些发展的驱动力是希望减少对传统全球导航卫星系统的依赖。考虑用于R模式的技术之一是被称为甚高频数据交换系统(VDES)的自动识别系统(AIS)的发展。VDES包括地面和卫星两部分。作者在之前的一份出版物中研究了使用地面VDES传输进行测距的可行性。本文在先前研究的基础上,将其结果扩展到VDES的卫星组件。推导了目前正在考虑用于卫星VDES和几种定制设计的传输格式的所有下行链路波形的测距误差统计界限。该分析支持在测距应用中使用现有波形和自定义波形的可行性,并指出了卫星VDES R模式系统设计中需要考虑的相关权衡。
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引用次数: 1
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International Journal of Satellite Communications and Networking
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