Four continuous relaxations turn non-differentiable coverage and revisit calculations into a fully differentiable pipeline that optimizes satellite orbits via gradients and outperforms metaheuristics.
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3 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
years
2026 3verdicts
UNVERDICTED 3representative citing papers
Equinox uses a barrier-function-derived marginal cost to enable value-based adaptive scheduling and neighbor offloading in energy-constrained satellite constellations, yielding 20-31% throughput gains and higher battery reserves in simulation.
A framework generates millisecond-accurate SAR observation windows, screens them for imaging quality via point-target BP simulation, and applies hybrid closed-loop MILP scheduling to improve data return over relay-only baselines.
citing papers explorer
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Differentiable Satellite Constellation Configuration via Relaxed Coverage and Revisit Objectives
Four continuous relaxations turn non-differentiable coverage and revisit calculations into a fully differentiable pipeline that optimizes satellite orbits via gradients and outperforms metaheuristics.
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Equinox: Decentralized Scheduling for Hardware-Aware Orbital Intelligence
Equinox uses a barrier-function-derived marginal cost to enable value-based adaptive scheduling and neighbor offloading in energy-constrained satellite constellations, yielding 20-31% throughput gains and higher battery reserves in simulation.
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An effective window framework for closed-Loop regional SAR reconnaissance with hybrid direct-relay downlink scheduling
A framework generates millisecond-accurate SAR observation windows, screens them for imaging quality via point-target BP simulation, and applies hybrid closed-loop MILP scheduling to improve data return over relay-only baselines.