Energy-efficient routing in LEO satellite networks for extending satellites lifetime

IF 4.3 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Computer Communications Pub Date : 2022-11-01 DOI:10.1016/j.comcom.2022.09.009
Renata do N. Mota Macambira , Celso Barbosa Carvalho , José Ferreira de Rezende
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Abstract

Low Earth Orbit (LEO) satellites, when exposed to the sun, use solar energy for operation, processing, and communication, and with excess energy they recharge their batteries. However, when satellites are in an area with no sunlight, called eclipse areas, they operate using only their battery power. The batteries have limitations on the amount of recharges/discharges, also known as the depth of discharge (DOD) cycle. Therefore, this restricts the useful life of the batteries themselves and also of the satellites. In this paper, we propose two different efficient routing methods for LEO satellite networks, which optimize traffic in order to reduce the DOD of satellites. We improved the Energy and Capacity Aware Routing (ECARS) metric, existing in the literature, by adding the Energy Routing prUning (ERU)-DOD and Energy Routing penAlty (ERA)-DOD methods. These proposed methods prune and penalize, respectively, the links whose satellites have reached a certain minimum battery charge threshold. With this procedure, we avoid over-discharging the satellites’ battery, and thus, the lifetime is extended. Simulations results show that ERU-DOD and ERA-DOD can increase 133.19% and 11.88% the satellites’ batteries lifetime, respectively. Moreover, when comparing our ERU-DOD and ERA-DOD proposals with the ECARS in terms of the average residual energy of the batteries, they provide an increase of 109.77% and 32.73%, respectively. In addition, ERU-DOD and ERA-DOD proposals showed a gain in throughput of 7.28% and 3.06% higher than ECARS. Furthermore, compared to the ECARS metric, the ERA-DOD proposal has a 1.1% lower delay, a 1.5% lower number of hops, and 0.49% less in the total of blocked sources.

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低轨道卫星网络中延长卫星寿命的节能路由
低地球轨道(LEO)卫星在暴露在太阳下时,利用太阳能进行操作、处理和通信,并用多余的能量为电池充电。然而,当卫星处于一个没有阳光的区域,即日食区域时,它们只使用电池供电。电池在充电/放电的数量上有限制,也称为放电深度(DOD)循环。因此,这限制了电池本身和卫星的使用寿命。本文针对低轨道卫星网络提出了两种不同的高效路由方法,通过优化业务量来降低卫星的DOD。我们通过增加能量路由修剪(ERU)-DOD和能量路由惩罚(ERA)-DOD方法,改进了文献中存在的能量和容量感知路由(ECARS)度量。这两种方法分别对卫星达到一定最小电池充电阈值的链路进行修剪和惩罚。通过这个程序,我们避免了卫星电池的过放电,从而延长了寿命。仿真结果表明,ERU-DOD和ERA-DOD分别能使卫星电池寿命延长133.19%和11.88%。此外,将我们的ERU-DOD和ERA-DOD方案与ECARS相比,电池的平均剩余能量分别增加了109.77%和32.73%。此外,ERU-DOD和ERA-DOD提案的吞吐量比ECARS分别高出7.28%和3.06%。此外,与ECARS指标相比,ERA-DOD提案的延迟降低了1.1%,跳数减少了1.5%,阻塞源总数减少了0.49%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computer Communications
Computer Communications 工程技术-电信学
CiteScore
14.10
自引率
5.00%
发文量
397
审稿时长
66 days
期刊介绍: Computer and Communications networks are key infrastructures of the information society with high socio-economic value as they contribute to the correct operations of many critical services (from healthcare to finance and transportation). Internet is the core of today''s computer-communication infrastructures. This has transformed the Internet, from a robust network for data transfer between computers, to a global, content-rich, communication and information system where contents are increasingly generated by the users, and distributed according to human social relations. Next-generation network technologies, architectures and protocols are therefore required to overcome the limitations of the legacy Internet and add new capabilities and services. The future Internet should be ubiquitous, secure, resilient, and closer to human communication paradigms. Computer Communications is a peer-reviewed international journal that publishes high-quality scientific articles (both theory and practice) and survey papers covering all aspects of future computer communication networks (on all layers, except the physical layer), with a special attention to the evolution of the Internet architecture, protocols, services, and applications.
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