A convex-relaxation plus integer-programming method reduces network diameter to 12 in 1500-satellite Walker-Delta constellations, yielding end-to-end delays under 90 ms.
Delay is not an option: Low latency routing in space
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The paper overviews attention-based learning methods for spectrum cartography in LEO satellite networks to enable adaptive fusion of heterogeneous measurements for inference and resource allocation.
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Inter-Satellite Link Optimization for Low-Latency Global Networking
A convex-relaxation plus integer-programming method reduces network diameter to 12 in 1500-satellite Walker-Delta constellations, yielding end-to-end delays under 90 ms.
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Learning-Based Spectrum Cartography in Low Earth Orbit Satellite Networks: An Overview
The paper overviews attention-based learning methods for spectrum cartography in LEO satellite networks to enable adaptive fusion of heterogeneous measurements for inference and resource allocation.