Adaptive Snapshot-Based Elastic Route Reconstruction for Distributed LEO Satellite Networks

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-11-01 DOI:10.1109/TAES.2024.3490546
Ruiji Duan;Heli Zhang;Xi Li
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Abstract

The distributed low Earth orbit (LEO) satellite networks have been considered a promising solution to provide robust broadband ubiquitous access. However, the constantly changing topology introduces unacceptable overheads and performance to route computation. This article first introduces the adaptive snapshot into distributed LEO satellite networks and defines a path delay increment (PDI) to measure the performance loss relative to the shortest path. Consequently, the problem of route reconstruction is formulated as an optimization problem of joint routing and snapshot dividing, with the maximum PDI limitation, to minimize the number of snapshots. Next, we propose an iterative elastic route reconstruction algorithm to obtain a suboptimal solution with polynomial complexity while solving the problem of outdated route computation under intensive failures. Furthermore, a snapshot synchronization mechanism is developed to support the proposed routing algorithm on the distributed framework. Simulation results show that the proposed routing scheme can effectively trade off the average delay, packet loss rate, and storage and computational overhead.
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分布式低地轨道卫星网络基于快照的自适应弹性路由重构
分布式近地轨道(LEO)卫星网络被认为是一种很有前途的解决方案,可以提供强大的宽带无处不在的接入。然而,不断变化的拓扑结构给路由计算带来了不可接受的开销和性能。本文首先将自适应快照引入分布式LEO卫星网络,并定义了路径延迟增量(PDI)来衡量相对于最短路径的性能损失。因此,将路径重构问题表述为一个联合路由和快照划分的优化问题,以最大PDI为限制,使快照数量最少。其次,我们提出了一种迭代弹性路径重建算法,以获得多项式复杂度的次优解,同时解决了密集故障下路径计算过时的问题。此外,本文还开发了一种快照同步机制来支持所提出的分布式路由算法。仿真结果表明,所提出的路由方案能够有效地平衡平均时延、丢包率、存储和计算开销。
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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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