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Jay Zhang

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Open access Jul 2026

Decentralized Global Satellite Tracking Network: Leveraging Crowd-sourced Astronomical Observations and Machine Learning for Cost Effective Orbital Monitoring

This paper investigates the feasibility of a decentralized alternative where data gathered from a global network of amateur astronomers is classified using a machine learning model that automatically detects satellite trails in telescope imagery, providing position updates at higher frequency and lower costs than conventional systems.

Jay Zhang · 0 citations