Refining Preliminary Orbital Determination for Near-Earth Asteroids: Comparison of Fundamental Methods with n-Body Correction
ISEF · 2014 Physics and Astronomy Fourth Award
Overview
The accuracy of two fundamental techniques of orbital determination, Gaussian and Laplacian, was compared for three near-Earth asteroids (NEAs): 2010 TN54, 1998 QE2, and 1989 FC, chosen for visibility during angles-only observations and variability in physical orbital characteristics. The Gaussian method is based upon a Taylor series while the Laplacian method uses differentiation and Newton’s method of linear approximation. I hypothesized that the method of Gauss would work most accurately as the Gaussian technique has a higher success rate than Laplacian for near-Earth objects. The Gaussian method produced accurate results for 2010 TN54 and 1998 QE2 but quite unreasonable values for 1989 FC; specifically, a large semimajor axis and an eccentricity close to one described an impossible orbit for an NEA. The Laplacian method gave reasonable but not completely accurate results; failures of both methods can be attributed to proximity to perihelion and Earth. A numerical integration method was coded to incorporate an n-body correction into both techniques; Euler’s Three Body Problem was extended to seven massive moving bodies. Effectiveness of this correction was evidenced by improvement in accuracy of ephemeris generation. I can thus suggest that Gaussian and Laplacian methods be used with caution when asteroids are located near perihelion or Earth. Also, incorporating n-body correction into future orbital determinations will allow for better accuracy in predicting asteroid orbits and anticipating collisions with Earth.
Awards (1)
- Fourth Award of $500 $500
Competition history
- ISEF 2014
Resources
Related projects
ISEF · 2014
Optimizing the Accuracy and Precision of Asteroid Orbital Determination: A Novel Approach
ISEF · 2018
Determination of the Orbital Elements of Near-Earth Asteroid 1999 LO28 Using the Method of Gauss
ISEF · 2020
An Efficient Approach to Minor Planet Recovery, Detection, and Characterization Using N-body Integration and the Probabilistic Hough Line Transform
ISEF · 2025
Taylor Integration to Model the Dynamics of the Restricted Three-Body Problem
Closest projects by meaning, across every fair and year in the corpus.
Source: Regeneron International Science and Engineering Fair