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物联网学报
Article . 2025
Data sources: DOAJ
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LEO computing satellite constellation design for heterogeneous QoS requirements

Authors: PENG Yuming; SUN Yijing; DI Boya;

LEO computing satellite constellation design for heterogeneous QoS requirements

Abstract

The rapidly increasing number of Internet of things devices poses significant challenges to the service capabilities of terrestrial networks. Ultra-dense low earth orbit satellite constellations have emerged as a promising solution to address the limited coverage area of terrestrial networks and the insufficient computing capabilities of user terminals. By establishing a satellite-to-terrestrial connection model, the average computational resources and backhaul capacity available to ground users were analyzed and a multi-objective optimization problem for designing ultra-dense LEO constellations was modelled, aiming to minimize the total number of satellites while meeting the heterogeneous quality of service (QoS) requirements for user task offloading. A two-stage constellation design algorithm was proposed, which firstly optimized the resource allocation strategy of computational satellites and then determined the constellation parameters under optimal QoS conditions. Simulation results validate the accuracy of the theoretical model and analyze the impact of orbital altitude, task volume, and coverage requirements on constellation design. Compared with the Kuiper, OneWeb, and SpaceX constellations, the proposed constellation achieved an average coverage rate increase of 29.52%, 48.73%, and 34.82%, respectively, with the same number of satellites.

Keywords

satellite IoT, multi-objective optimization, T58.6-58.62, LEO satellite constellation, satellite-based computing network, Information technology, Management information systems, T58.5-58.64

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
gold