Scheduling Sparse LEO Satellite Transmissions for Remote Water Level Monitoring
Garrett Kinman,
Željko Žilić,
David Purnell
Abstract:This paper explores the use of low earth orbit (LEO) satellite links in long-term monitoring of water levels across remote areas. Emerging sparse LEO satellite constellations maintain sporadic connection to the ground station, and transmissions need to be scheduled for satellite overfly periods. For remote sensing, the energy consumption optimization is critical, and we develop a learning approach for scheduling the transmission times from the sensors. Our online learning-based approach combines Monte Carlo an… Show more
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