Extended Kalman filter vs. error state Kalman filter for aircraft attitude estimation

V Madyastha, V Ravindra, S Mallikarjunan… - … , Navigation, and Control …, 2011 - arc.aiaa.org
… This error state KF (ErKF) approach, by deriving the error state dynamics, via the … in the
error states and optimal prediction and updates in the error state covariance. This is because the …

Computationally efficient adaptive error-state Kalman filter for attitude estimation

MB Del Rosario, H Khamis, P Ngo… - IEEE Sensors …, 2018 - ieeexplore.ieee.org
… between the true error in the system’s state, k, and the error state estimate, k (thesymbol
denotes it is an estimate). Superscripts indicate whether the error state estimate is a priori (ie, − …

Attitude feedback tracking with optimal attitude state estimation

N Nordkvist, AK Sanyal - Proceedings of the 2010 American …, 2010 - ieeexplore.ieee.org
Attitude estimates are then propagated between measurements using a filter and measured
angular velocities; these estimateserror in the state (that is estimated state minus true state, …

Combined quaternion-based error state Kalman filtering and smooth variable structure filtering for robust attitude estimation

W Youn, SA Gadsden - IEEE Access, 2019 - ieeexplore.ieee.org
… algorithms that are robust to faults in the angular rate estimatesattitude estimation algorithm
called the ESKF-SVSF algorithm, which effectively combines the accuracy of an error state

Minimum model error approach for attitude estimation

JL Crassidis, FL Markley - Journal of guidance, control, and dynamics, 1997 - arc.aiaa.org
attitude estimation and smoothing algorithm is developed that is capable of accurate
state estimation for … This algorithm is based on the minimum model error (MME)17 batch-estimation

Attitude estimation employing common frame error representations

MS Andrle, JL Crassidis - Journal of Guidance, Control, and Dynamics, 2015 - arc.aiaa.org
… vector state estimation with respect to the attitude state frame. Specifically, an alternative
vector state error … The discrete error state transition matrix can be derived using a power series …

Kalman filter for spinning spacecraft attitude estimation

FL Markley, JE Sedlak - Journal of guidance, control, and dynamics, 2008 - arc.aiaa.org
error state, are tested against a quaternionbased filter using simulated data for the THEMIS
mission. The infinitesimal attitude error angles are components of the error state in … 3 attitude

A quaternion based error state Kalman filter for attitude estimation using low-cost MEMS MARG sensors

W Ding, Y Gao - 2020 IEEE 92nd Vehicular Technology …, 2020 - ieeexplore.ieee.org
attitude estimation, and the error state Kalman filter (ESKF) is an essential data fusion
technology. To eliminate the confusions regarding problems like error state … right-multiplied error

Adaptive error-state Kalman filter for attitude determination on a moving platform

J He, C Sun, B Zhang, P Wang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
errorstate to solve realize the direct estimation of the process noise covariance according
to the VB method. Considering the attitude … In case A and B, the attitude estimation errors of …

Circumventing dynamic modeling: Evaluation of the error-state kalman filter applied to mobile robot localization

SI Roumeliotis, GS Sukhatme… - Proceedings 1999 IEEE …, 1999 - ieeexplore.ieee.org
… is on attitude estimation using an Indirect Kalman filter that operates on the error state. … As
previously mentioned, we study the simple case of attitude estimation when the vehicle moves …