Design of an extended kalman filter for uav localization

G Mao, S Drake, BDO Anderson - 2007 Information, Decision …, 2007 - ieeexplore.ieee.org
… This paper proposes an extended Kalman filter approach to estimate the location of a UAV
when its GPS connection is lost, using inter-UAV distance measurements. The results from a …

Improved extended Kalman filter design for passive tracking

H Weiss, J Moore - IEEE Transactions on Automatic Control, 1980 - ieeexplore.ieee.org
… An important nonlinear filtering application is passive … taken from a moving platfom Extended
Kalman filters (EKF) are attractive for … Here we seek to improve the extended Kalman filter

Design of an extended Kalman filter frequency tracker

BF La Scala, RR Bitmead - IEEE Transactions on Signal …, 1996 - ieeexplore.ieee.org
… In this correspondence, we have given theoretically supported guidelines for the design of
stable extended Kalman filters, and this has been applied to an EKF frequency tracker. We …

Design and implementation of an extended Kalman filter for the state estimation of a permanent magnet synchronous motor

R Dhaouadi, N Mohan, L Norum - IEEE Transactions on Power …, 1991 - ieeexplore.ieee.org
… CONCLUSION In this paper, the design and implementation of an extended Kalman filter
with a digital signal processor has been investigated. A systematic and analytic approach for …

How to not make the extended Kalman filter fail

R Schneider, C Georgakis - Industrial & Engineering Chemistry …, 2013 - ACS Publications
… Unscented Kalman Filter (UKF), we conclude that there exists a systematic way to design
the EKF for a very satisfactory performance. Therefore, the EKF’s design parameters need not …

On the parametrization and design of an extended Kalman filter frequency tracker

S Bittanti, SM Savaresi - IEEE transactions on automatic control, 2000 - ieeexplore.ieee.org
… This paper focuses on the use of the extended Kalman filter (EKF), an approach which
has been recently proposed by Bitmead and co-authors in [9]–[11] for the design of a frequency …

Design and implementation of the extended Kalman filter for the speed and rotor position estimation of brushless DC motor

B Terzic, M Jadric - IEEE Transactions on Industrial Electronics, 2001 - ieeexplore.ieee.org
A method for speed and rotor position estimation of a brushless DC motor (BLDCM) is
presented in this paper. An extended Kalman filter (EKF) is employed to estimate the motor state …

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
Kalman filter implementations called extended Kalman filters … trajectory and then designing
the Kalman filter gain for the … the states is estimated using a Kalman filter, rather than the state …

Adaptive robust extended Kalman filter for nonlinear stochastic systems

K Xiong, H Zhang, L Liu - IET Control Theory & Applications, 2008 - IET
… behaviour of the robust extended Kalman filter (REKF) for … to design the REKF so that
the sufficient conditions to ensure … adaptive REKF over the usual extended Kalman filter (EKF), …

Design and implementation of hybrid adaptive extended Kalman filter for state estimation of induction motor

G Özkurt, E Zerdali - IEEE Transactions on Instrumentation and …, 2022 - ieeexplore.ieee.org
… Nonlinear Kalman filters, especially extended Kalman filters (EKFs), are the most preferred
state and/or parameter estimation methods for IM. However, they require a stochastic system …