Improving Efficiency and Reliability in Information Offloading for LEO Satellite Networks by Intersatellite Communication Techniques

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-09-06 DOI:10.1109/TAES.2024.3455312
Vignon Fidele Adanvo;Samuel Mafra;Samuel Montejo-Sánchez;Felipe Augusto Tondo;Richard Demo Souza
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Abstract

The task of offloading packets in low earth orbit satellite networks in an Internet of Things (IoT) cluster context is often affected by excessive energy consumption, frequent loss of data packets in the medium access, limited visibility time with the ground station, and limited resources available to the satellites. Intersatellite communication (ISC) techniques have been introduced to address these challenges. However, these techniques require high technical and strategic development to meet the requirements of the end users. In this regard, four strategies are proposed: Brief (which eliminates all redundancy); Balanced (which eliminates the redundancy but keeps the amount of information for each satellite balanced); Redundancy (which includes all the information collected on each satellite); and Coded (which provides redundancy through information coding). Our techniques are to exchange signaling or data packets between satellites via ISC to download the collected data. At the same time, one of these goals is prioritized: the lowest energy consumption, the highest reliability of information delivery, or the balance between the previous two. Consequently, the system performance is evaluated from each evolved stage and the overall system. The results show that Redundancy and Coded techniques increase the offloading rate, while Brief and Balanced techniques increase the system's energy efficiency. This is because the Brief and Balanced techniques avoid transmitting redundant information, reducing the slot time. The Coded technique presents a better tradeoff between energy efficiency and reliability than the Brief, Balanced, and Redundancy techniques. Finally, the results show the positive impact of ISC on satellite networks that collect information from ground IoT devices to download it to an earth station.
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利用卫星间通信技术提高低地轨道卫星网络信息卸载的效率和可靠性
在物联网(IoT)集群环境下,低地球轨道卫星网络中的数据包卸载任务经常受到过多的能量消耗、介质访问中频繁丢失数据包、与地面站的可见时间有限以及卫星可用资源有限的影响。卫星间通信(ISC)技术已被引入以应对这些挑战。然而,这些技术需要很高的技术和战略发展,以满足最终用户的需求。在这方面,提出了四种策略:简要(消除所有冗余);平衡(消除冗余,但保持每个卫星的信息量平衡);冗余(包括每颗卫星上收集的所有信息);和Coded(通过信息编码提供冗余)。我们的技术是通过ISC在卫星之间交换信号或数据包以下载收集到的数据。同时,对其中一个目标进行优先排序:最低的能耗、最高的信息传递可靠性,或者前两者之间的平衡。因此,从每个发展阶段和整个系统来评估系统性能。结果表明,冗余和编码技术提高了系统的卸载率,而简要和平衡技术提高了系统的能效。这是因为Brief和Balanced技术避免了传输冗余信息,减少了插槽时间。与Brief、Balanced和Redundancy技术相比,Coded技术在能源效率和可靠性之间提供了更好的权衡。最后,结果显示了ISC对卫星网络的积极影响,卫星网络从地面物联网设备收集信息并将其下载到地面站。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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