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 …
(RKF) algorithm for attitude (ie, roll and pitch) estimation using the measurements of only an …
Backup magnetometer-only attitude estimation algorithm for small satellites
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 …
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
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 …
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 …
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
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 …
attitude sensor measurements to a Kalman filter. However, in case of using an extended …
Adaptive Fault‐Tolerant Multiplicative Attitude Filtering for Small Satellites
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 …
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) …
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
This study presents a nontraditional estimation system for attitude estimation and complete
magnetometer calibration of a small satellite. The proposed system combines the TRIAD …
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 …
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 …
sensors is presented. Analog Sun Sensors are commonly used on satellites due to their …