Robust attitude estimation using IMU-only measurements

B Candan, HE Soken - IEEE Transactions on Instrumentation …, 2021 - ieeexplore.ieee.org
This article proposes two novel covariance-tuning methods to form a robust Kalman filter
(RKF) algorithm for attitude (ie, roll and pitch) estimation using the measurements of only an …

Backup magnetometer-only attitude estimation algorithm for small satellites

S Yakupoglu-Altuntas, M Esit, HE Söken… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
A different approach for attitude filtering integrates the filter with one of the static attitude
estimators (eg QUEST) such that the filter uses the estimated attitude by this estimator as the …

GMM-based adaptive extended Kalman filter design for satellite attitude estimation under thruster-induced disturbances

T Kim, NS Zewge, H Bang, H Yoon - Sensors, 2023 - mdpi.com
Star images from star trackers are usually defocused to capture stars over an exposure time
for better centroid measurements. While a satellite is maneuvering, the star point on the …

Analog sun sensor measurement correction using deep neural network

HE Soken, SN Sozen, M Gokce, C Yavuzyilmaz… - Acta Astronautica, 2023 - Elsevier
Sun sensors are commonly used attitude sensors because of their low cost, mass, volume,
and power consumption. Analog Sun sensors (ANSS), which are smaller but usually less …

[PDF][PDF] QUEST aided EKF for attitude and rate estimation using modified Rodrigues parameters

H Kinatas, C Hajiyev - WSEAS Transactions on Systems and …, 2022 - researchgate.net
A conventional attitude estimation system for a nanosatellite involves direct input of the
attitude sensor measurements to a Kalman filter. However, in case of using an extended …

Adaptive Fault‐Tolerant Multiplicative Attitude Filtering for Small Satellites

H Kinatas, C Hajiyev - … Journal of Adaptive Control and Signal …, 2025 - Wiley Online Library
This study tackles the problem of fault‐tolerant attitude estimation for small satellites. A
probabilistic adaptive technique is presented for the multiplicative extended Kalman filter …

Estimation of attitude using robust adaptive Kalman filter

B Candan, HE Soken - 2021 IEEE 8th International Workshop …, 2021 - ieeexplore.ieee.org
This paper proposes a novel covariance-scaling based robust adaptive Kalman filter (RAKF)
algorithm for attitude (ie, roll and pitch) estimation using an inertial measurement unit (IMU) …

TRIAD Aided Multiplicative EKF for Small Satellite Attitude Estimation and Magnetometer Calibration

H Kinatas, C Hajiyev - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
This study presents a nontraditional estimation system for attitude estimation and complete
magnetometer calibration of a small satellite. The proposed system combines the TRIAD …

Influence of the number system in residual classes on the fault tolerance of the computer system

A Yanko, V Krasnobayev, A Martynenko - … and Computer Systems, 2023 - nti.khai.edu
The concept of increasing the fault tolerance of a computer system (CS) by using the existing
natural redundancy, which depends on the number of systems used, is considered. The …

Measurement correction of a set of analog sun sensors via neural network

SN Sozen, M Gokce, C Yavuzyilmaz… - 2021 IEEE 8th …, 2021 - ieeexplore.ieee.org
A Neural Network (NN) based method to improve the accuracy of a set of analog Sun
sensors is presented. Analog Sun Sensors are commonly used on satellites due to their …