Two-Line Element Estimation Using Machine Learning

Rasit Abay, Sudantha Balage, Melrose Brown +1

Two-line elements are widely used for space operations to predict the orbit with a moderate accuracy for 2-3 days. Local optimization methods, such as the nonlinear least squares m…