{"title":"Adaptive Snapshot-Based Elastic Route Reconstruction for Distributed LEO Satellite Networks","authors":"Ruiji Duan;Heli Zhang;Xi Li","doi":"10.1109/TAES.2024.3490546","DOIUrl":null,"url":null,"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route reconstruction algorithm to obtain a suboptimal solution with polynomial complexity while solving the problem of outdated route computation under intensive failures.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.","PeriodicalId":13157,"journal":{"name":"IEEE Transactions on Aerospace and Electronic Systems","volume":"61 2","pages":"3516-3530"},"PeriodicalIF":5.7000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Aerospace and Electronic Systems","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10741342/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, AEROSPACE","Score":null,"Total":0}
引用次数: 0
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.
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.