Unscented extended Kalman filter for target tracking

C Liu, P Shui, S Li - Journal of Systems Engineering and …, 2011 - ieeexplore.ieee.org
… the unscented transformation and the extended Kalman filter (EKF). The extended Kalman
filter is … However, in every running step of the EKF the unscented transformation is running, the …

Comparison between the unscented Kalman filter and the extended Kalman filter for the position estimation module of an integrated navigation information system

M St-Pierre, D Gingras - IEEE Intelligent Vehicles Symposium …, 2004 - ieeexplore.ieee.org
unscented Kalman filter as the fusion method in an integrated navigation information system
[12]. An unscented Kalman filter … the unscented Kalman filter over the extended Kalman filter

A comparison of unscented and extended Kalman filtering for estimating quaternion motion

JJ LaViola - Proceedings of the 2003 American Control …, 2003 - ieeexplore.ieee.org
… Abstract-The unscented Kalman filter is a superior alternative to the extended Kalman filter
comparing the performance of unscented and extended Kalman filtering for improving human …

Some relations between extended and unscented Kalman filters

F Gustafsson, G Hendeby - IEEE Transactions on Signal …, 2011 - ieeexplore.ieee.org
unscented Kalman filter (UKF) has become a popular alternative to the extended Kalman
filter … UKF propagates the so called sigma points by function evaluations using the unscented

The unscented Kalman filter for nonlinear estimation

EA Wan, R Van Der Merwe - Proceedings of the IEEE 2000 …, 2000 - ieeexplore.ieee.org
… The Extended Kalman Filter (EKF) has become a standard technique used in a number of
nonlinear estimation and machine learning applications. These include estimating the state of …

Comparison of unscented and extended Kalman filters with application in vehicle navigation

C Yang, W Shi, W Chen - The Journal of Navigation, 2017 - cambridge.org
The Unscented Kalman Filter (UKF) is a well-known nonlinear state estimation method. It
shows superior performance at nonlinear estimation compared to the Extended Kalman Filter (…

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
Kalman Filter with results obtained by the Extended Kalman Filter and Unscented Kalman
Filter. … problems, however, mostly the Extended Kalman Filter has been applied to real …

Evaluation of Localization by Extended Kalman Filter, Unscented Kalman Filter, and Particle Filter‐Based Techniques

I Ullah, X Su, J Zhu, X Zhang, D Choi… - … and Mobile Computing, 2020 - Wiley Online Library
… This paper provides the performance evaluation of three localization techniques named
Extended Kalman Filter (EKF), Unscented Kalman Filter (UKF), and Particle Filter (PF). In this …

A performance comparison between extended Kalman Filter and unscented Kalman Filter in power system dynamic state estimation

H Khazraj, FF Da Silva, CL Bak - 2016 51st International …, 2016 - ieeexplore.ieee.org
… state estimation with Extended Kalman Filter (EKF) or Unscented Kalman Filter (UKF) … states
by applying the unscented Kalman filter (UKF) and Extended Kalman Filter (EKF) algorithm. …

Evaluation of unscented kalman filter and extended kalman filter for radar tracking data filtering

J Shen, Y Liu, S Wang, Z Sun - 2014 European Modelling …, 2014 - ieeexplore.ieee.org
extended Kalman filter (EKF) and the unscented Kalman filter (UKF), which are both nonlinear
filters, we find that the accuracy of the extended Kalman … of unscented transformation, and …