A Study on Effective Initial Guess Finding Method Based on B\'ezier Curves: Orbit Determination Applications

TL;DR

This paper introduces a novel method using Bézier curves to efficiently find initial guesses for orbit determination problems, significantly improving convergence and success rates over traditional shooting methods.

Contribution

The study presents a new Bézier curve-based approach for initial guess generation in orbit determination, enhancing efficiency and robustness compared to existing methods.

Findings

Bézier curve method reduces computational time and iterations.

The method successfully solves highly elliptical orbit problems.

It outperforms the traditional shooting method in convergence and success rate.

Abstract

In celestial mechanics, proper orbits related to missions are obtained by solving two-point boundary value problems. Since a selection method of initial value affects the convergence of the solution, developing an effective method to find an initial guess is required. In this work, B\'ezier curves, which can describe complicated curves and surfaces, are utilized to find the initial guess. First, the given problems are transformed into B\'ezier curves forms, and B\'ezier curves' control points, which can handle the shape of curves, are selected by solving the system of nonlinear equations. Finally, the initial guess is obtained by substituting the calculated control points to B\'ezier curves. To validate the performance of the proposed method, numerical simulations are conducted with respect to three kinds of orbits, which are from circular to highly elliptical orbit (HEO). The proposed method is compared to the general shooting method. The comparison results show that the initial guess calculated by B\'ezier curves makes finding the solution more efficient in terms of computational time and iterations. Also, it shows that the proposed method finds the solution for the HEO while the general shooting method fails to find the solution.