Deep Reinforcement Learning-Based Multipath Routing for LEO Megaconstellation Networks

The expansion of megaconstellation networks (MCNs) represents a promising solution for achieving global Internet coverage. To meet the growing demand for satellite services, multipath routing allows the simultaneous establishment of multiple transmission paths, enabling the transmission of flows in...

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Vydané v:	Electronics (Basel) Ročník 13; číslo 15; s. 3054
Hlavní autori:	Han, Chi, Xiong, Wei, Yu, Ronghuan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.08.2024
Predmet:	Algorithms Bandwidths Data transmission Decision making Deep learning Efficiency Graph neural networks Machine learning Network topologies Neural networks Routing (telecommunications) Satellite communications Satellite communications services industry Satellite constellations Scheduling Shortest-path problems Topology Traffic assignment Traffic information
ISSN:	2079-9292, 2079-9292
On-line prístup:	Získať plný text
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