Nonlinear filtering for sequential spacecraft attitude estimation with real data: Cubature Kalman Filter, Unscented Kalman Filter and Extended Kalman Filter

RV Garcia, PCPM Pardal, HK Kuga… - Advances in Space …, 2019 - Elsevier
This article compares the attitude estimated by nonlinear estimator Cubature Kalman Filter
with results obtained by the Extended Kalman Filter and Unscented Kalman Filter. Currently …

[HTML][HTML] Adaptive robust cubature Kalman filtering for satellite attitude estimation

QIU Zhenbing, Q Huaming, W Guoqing - Chinese Journal of Aeronautics, 2018 - Elsevier
This paper is concerned with the adaptive robust cubature Kalman filtering problem for the
case that the dynamics model error and the measurement model error exist simultaneously …

Robust Kalman filtering for small satellite attitude estimation in the presence of measurement faults

HE Soken, C Hajiyev, S Sakai - European Journal of Control, 2014 - Elsevier
In normal working conditions it is possible to achieve sufficient attitude estimation accuracy
for a satellite using regular Kalman filter algorithm. On the other hand, when there is a fault …

Improved cubature Kalman filter for spacecraft attitude estimation

Z Qiu, L Guo - IEEE Transactions on Instrumentation and …, 2020 - ieeexplore.ieee.org
One of the critical challenges in spacecraft attitude estimation is the handling nonlinear non-
Gaussian noisy conditions originating from measurement errors, model drifts, and incorrect …

Backward-smoothing extended Kalman filter

ML Psiaki - Journal of guidance, control, and dynamics, 2005 - arc.aiaa.org
The principle of the iterated extended Kalman filter has been generalized to create a new
filter that has superior performance when the estimation problem contains severe …

Pico satellite attitude estimation via robust unscented Kalman filter in the presence of measurement faults

HE Soken, C Hajiyev - ISA transactions, 2010 - Elsevier
In the normal operation conditions of a pico satellite, a conventional Unscented Kalman
Filter (UKF) gives sufficiently good estimation results. However, if the measurements are not …

Square-root quaternion cubature Kalman filtering for spacecraft attitude estimation

X Tang, Z Liu, J Zhang - Acta Astronautica, 2012 - Elsevier
A novel quaternion estimator called square-root quaternion cubature Kalman filter is
proposed for spacecraft attitude estimation. The filter approach uses a gyro-based model for …

Particle filtering for attitude estimation using a minimal local-error representation

Y Cheng, JL Crassidis - Journal of guidance, control, and dynamics, 2010 - arc.aiaa.org
SPACECRAFT attitude estimation is the process of determining the orientation of the
spacecraft with respect to a reference frame. Many nonlinear filtering methods have been …

Quaternion normalization in additive EKF for spacecraft attitude determination

I Bar-Itzhack, J Deutschmann, F Markley - Navigation and Control …, 1991 - arc.aiaa.org
This work introduces, examines and compares several quaternion normalization algorithms,
which are shown to be an effective stage in the application of the additive extended Kalman …

[PDF][PDF] Unscented Kalman filtering for spacecraft attitude state and parameter estimation

MC VanDyke, JL Schwartz, CD Hall - Advances in the …, 2004 - academia.edu
An Unscented Kalman Filter (UKF) is derived in an attempt to solve the spacecraft dual
estimation problem with greater accuracy than is attainable with an Extended Kalman Filter …