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
… An unscented Kalman filter has also been used for GPS positioning [13]. The goal of the …
Kalman filter over the extended Kalman filter for an integrated navigation information system. …

Design and simulation of the integrated navigation system based on extended Kalman filter

W Zhou, J Hou, L Liu, T Sun, J Liu - Open Physics, 2017 - degruyter.com
… of Kalman filtering model, and Kalman filtering has been successfully used in the … navigation
system. To solve the problem in standard Kalman filtering, the extended Kalman filter is …

Adaptive extended Kalman filter for aided inertial navigation system

V Bistrovs, A Kluga - Elektronika ir Elektrotechnika, 2012 - eejournal.ktu.lt
… Taking in account GPS and inertial data processing problem nonlinearity, the Extended
Kalman Filter (EKF) is used [2, 3]. One of the most important tasks in integration of GPS/INS is to …

Gps integrated inertial navigation system using interactive multiple model extended kalman filtering

PJ Glavine, O De Silva, G Mann… - 2018 Moratuwa …, 2018 - ieeexplore.ieee.org
… Other measurements such as GPS and heading sensor feedback are used to … The Extended
Kalman Filter (EKF) is a standard observer design method that is used for nonlinear system

Integrated navigation systems and Kalman filtering: a perspective

RG Brown - Navigation, 1972 - Wiley Online Library
filter estimates are fed back and accounted for in the filter extrapolation and measurement
equations, then the system is operating as an extended Kalman filter. … extended Kalman filter is …

Partially constrained extended Kalman filter for navigation including mapping information

D Gualda, J Urena, E Garcia - IEEE Sensors Journal, 2016 - ieeexplore.ieee.org
… cation of an extended KF (EKF) for mobile robot (MR) indoor navigation fusing the relative
systems. The novelty of the system lies on the use of a map description as additional …

Adaptive fuzzy strong tracking extended Kalman filtering for GPS navigation

DJ Jwo, SH Wang - IEEE Sensors Journal, 2007 - ieeexplore.ieee.org
… state vector, has been widely applied to the fields of navigation such as GPS receiver … in
the GPS receiver [3] as the navigational state estimator, the extended Kalman filter (EKF) has …

15-state extended Kalman filter design for INS/GPS navigation system

VT Pham, VT Nguyen, DT Chu… - Journal of Automation …, 2015 - eprints.uet.vnu.edu.vn
… ) and Inertial navigation system (INS) are the most popular. In this paper, a 15-state Extended
Kalman Filter is designed to integrate INS and GPS in a flexible way compared with many …

The performance comparison and analysis of extended Kalman filters for GPS/DR navigation

H Zhang, Y Zhao - Optik, 2011 - Elsevier
… In this paper, the four Kalman filters are introduced to be applied in the state estimation of
the vehicle integrated GPS/DR navigation system. And the simulation results have shown the …

Multiplicative extended Kalman filter for relative rotorcraft navigation

RC Leishman, TW McLain - Journal of Aerospace Information Systems, 2015 - arc.aiaa.org
… this paper is the development of a multiplicative extended Kalman filter (MEKF) that uses an
… relative navigation approach originally described in [19] and the relative filtering approach …