Matches in SemOpenAlex for { <https://semopenalex.org/work/W4307433918> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4307433918 abstract "Driven by the ever-increasing penetration and proliferation of data-driven applications, a new generation of wireless communication, the sixth-generation (6G) mobile system enhanced by artificial intelligence (AI), has attracted substantial research interests. Among various candidate technologies of 6G, low earth orbit (LEO) satellites have appealing characteristics of ubiquitous wireless access. However, the costs of satellite communication (SatCom) are still high, relative to counterparts of ground mobile networks. To support massively interconnected devices with intelligent adaptive learning and reduce expensive traffic in SatCom, we propose federated learning (FL) in LEO-based satellite communication networks. We first review the state-of-the-art LEO-based SatCom and related machine learning (ML) techniques, and then analyze four possible ways of combining ML with satellite networks. The learning performance of the proposed strategies is evaluated by simulation and results reveal that FL-based computing networks improve the performance of communication overheads and latency. Finally, we discuss future research topics along this research direction." @default.
- W4307433918 created "2022-11-01" @default.
- W4307433918 creator A5022499603 @default.
- W4307433918 creator A5037292846 @default.
- W4307433918 creator A5070930704 @default.
- W4307433918 date "2021-11-20" @default.
- W4307433918 modified "2023-09-30" @default.
- W4307433918 title "Satellite Based Computing Networks with Federated Learning" @default.
- W4307433918 doi "https://doi.org/10.48550/arxiv.2111.10586" @default.
- W4307433918 hasPublicationYear "2021" @default.
- W4307433918 type Work @default.
- W4307433918 citedByCount "0" @default.
- W4307433918 crossrefType "posted-content" @default.
- W4307433918 hasAuthorship W4307433918A5022499603 @default.
- W4307433918 hasAuthorship W4307433918A5037292846 @default.
- W4307433918 hasAuthorship W4307433918A5070930704 @default.
- W4307433918 hasBestOaLocation W43074339181 @default.
- W4307433918 hasConcept C108037233 @default.
- W4307433918 hasConcept C120314980 @default.
- W4307433918 hasConcept C121308736 @default.
- W4307433918 hasConcept C127413603 @default.
- W4307433918 hasConcept C146978453 @default.
- W4307433918 hasConcept C19269812 @default.
- W4307433918 hasConcept C2781307350 @default.
- W4307433918 hasConcept C31258907 @default.
- W4307433918 hasConcept C41008148 @default.
- W4307433918 hasConcept C46637626 @default.
- W4307433918 hasConcept C555944384 @default.
- W4307433918 hasConcept C76155785 @default.
- W4307433918 hasConcept C82876162 @default.
- W4307433918 hasConcept C95491727 @default.
- W4307433918 hasConceptScore W4307433918C108037233 @default.
- W4307433918 hasConceptScore W4307433918C120314980 @default.
- W4307433918 hasConceptScore W4307433918C121308736 @default.
- W4307433918 hasConceptScore W4307433918C127413603 @default.
- W4307433918 hasConceptScore W4307433918C146978453 @default.
- W4307433918 hasConceptScore W4307433918C19269812 @default.
- W4307433918 hasConceptScore W4307433918C2781307350 @default.
- W4307433918 hasConceptScore W4307433918C31258907 @default.
- W4307433918 hasConceptScore W4307433918C41008148 @default.
- W4307433918 hasConceptScore W4307433918C46637626 @default.
- W4307433918 hasConceptScore W4307433918C555944384 @default.
- W4307433918 hasConceptScore W4307433918C76155785 @default.
- W4307433918 hasConceptScore W4307433918C82876162 @default.
- W4307433918 hasConceptScore W4307433918C95491727 @default.
- W4307433918 hasLocation W43074339181 @default.
- W4307433918 hasOpenAccess W4307433918 @default.
- W4307433918 hasPrimaryLocation W43074339181 @default.
- W4307433918 hasRelatedWork W146881041 @default.
- W4307433918 hasRelatedWork W1924624514 @default.
- W4307433918 hasRelatedWork W2076157443 @default.
- W4307433918 hasRelatedWork W2142980166 @default.
- W4307433918 hasRelatedWork W2348096555 @default.
- W4307433918 hasRelatedWork W2385763152 @default.
- W4307433918 hasRelatedWork W2594208605 @default.
- W4307433918 hasRelatedWork W3033803331 @default.
- W4307433918 hasRelatedWork W3176671468 @default.
- W4307433918 hasRelatedWork W3205257564 @default.
- W4307433918 isParatext "false" @default.
- W4307433918 isRetracted "false" @default.
- W4307433918 workType "article" @default.