JOURNAL ARTICLE

Trajectory Tracking Based On Iterated Unscented Kalman Filter Of Boost Phase

Abstract

The trajectory tracking using the satellite LOS measurement faces the problem of weak observability and large initial error. It's important to induct a robust and fast convergence tracking algorithm. This paper propose a new algorithm IUKF, which improves the estimation of the trajectory state and covariance. It is a nonlinear filter based on the standard kalman filter. Compared with the other methods using the Monte-Carlo simulation, the result shows that the new algorithm has faster convergence speed and higher tracking precision.

Keywords:
Observability Kalman filter Extended Kalman filter Control theory (sociology) Trajectory Covariance Tracking (education) Convergence (economics) Computer science Invariant extended Kalman filter Iterated function Unscented transform Fast Kalman filter Ensemble Kalman filter Monte Carlo method Filter (signal processing) Nonlinear system Algorithm Mathematics Artificial intelligence Computer vision Applied mathematics

Metrics

4
Cited By
1.14
FWCI (Field Weighted Citation Impact)
8
Refs
0.83
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Target Tracking and Data Fusion in Sensor Networks
Physical Sciences →  Computer Science →  Artificial Intelligence
Inertial Sensor and Navigation
Physical Sciences →  Engineering →  Aerospace Engineering
Astronomical Observations and Instrumentation
Physical Sciences →  Engineering →  Computational Mechanics

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