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 …

Robust adaptive unscented Kalman filter for attitude estimation of pico satellites

C Hajiyev, HE Soken - … Journal of Adaptive Control and Signal …, 2014 - Wiley Online Library
Unscented Kalman filter (UKF) is a filtering algorithm that gives sufficiently good estimation
results for the estimation problems of nonlinear systems even when high nonlinearity is in …

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 …

Adaptive unscented Kalman filter with multiple fading factors for pico satellite attitude estimation

HE Soken, C Hajiyev - 2009 4th International Conference on …, 2009 - ieeexplore.ieee.org
Thus far, Kalman filter based attitude estimation algorithms have been used in many space
applications. When the issue of pico satellite attitude estimation is taken into consideration …

Real-time sensor fault detection and isolation for LEO satellite attitude estimation through magnetometer data

A Adnane, ZA Foitih, MAS Mohammed… - Advances in Space …, 2018 - Elsevier
Attitude estimation is a critical component of the Attitude Determination and Control System
(ADCS) of any satellite. It is used to convert the sensor observation data to an estimated …

Attitude estimation and control based on modified unscented Kalman filter for gyro-less satellite with faulty sensors

SH Pourtakdoust, MF Mehrjardi, MH Hajkarim - Acta Astronautica, 2022 - Elsevier
A modified unscented Kalman filter is presented to estimate the quaternion parameters as
well as the angular velocities of a rigid gyro-less satellite under faulty sensor conditions. The …

Review on gyroless attitude determination methods for small satellites

C Hajiyev, DC Guler - Progress in Aerospace Sciences, 2017 - Elsevier
This study surveys the developments in the gyroless attitude determination system,
especially for small satellites. Two kinds of gyroless satellite attitude determination …

Robust adaptive unscented Kalman filter for spacecraft attitude estimation using quaternion measurements

D Lee, G Vukovich, R Lee - Journal of Aerospace Engineering, 2017 - ascelibrary.org
A robust unscented Kalman filter based on a multiplicative quaternion-error approach is
proposed for high-precision spacecraft attitude estimation using quaternion measurements …

Satellite attitude estimation using SVD-Aided EKF with simultaneous process and measurement covariance adaptation

C Hajiyev, D Cilden-Guler - Advances in Space Research, 2021 - Elsevier
The attitude estimation of a spacecraft in low Earth orbit is considered with the design of two
different adaptation rules in the extended Kalman filter (EKF) algorithm. The adaptations are …

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 …