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
Kalman filter as the fusion method in an integrated navigation information system [12]. An
unscented Kalman filter … of the unscented Kalman filter over the extended Kalman filter for an …

UAV position estimation and collision avoidance using the extended Kalman filter

C Luo, SI McClean, G Parr, L Teacy… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
… We apply the extended Kalman Filter to estimate the distance d(n). The first equation in (12)
denotes the state and the second one is the measurement equation. Using the colored noise …

[PDF][PDF] Kalman filtering

D Simon - Embedded systems programming, 2001 - abel.math.harvard.edu
position and the measured position, and the error between the true position and the Kalman
filter’s estimated position. … The estimated position error stays within about two feet. Figure 3 …

[PDF][PDF] Mobile robot position estimation using the Kalman filter

C Suliman, C Cruceru… - Acta Marisiensis. Seria …, 2009 - scientificbulletin.upm.ro
… the Kalman filter (KF) and the extended Kalman Filter (EKF) for determining the position
of a … In this paper the standard Kalman filter and one of the main variations of this filter, the …

Application of Kalman filter in GPS position estimation

A Deep, M Mittal, V Mittal - 2018 IEEE 8th Power India …, 2018 - ieeexplore.ieee.org
… GPS based position estimation. Kalman filter is utilized for better position estimates over those
… GPS used for position estimates are prone to errors due to various sources. These errors …

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 …

Kalman filtering for relative spacecraft attitude and position estimation

SG Kim, JL Crassidis, Y Cheng, AM Fosbury… - Journal of Guidance …, 2007 - arc.aiaa.org
In this paper a novel approach is developed for relative state estimation of spacecraft flying
in formation. The approach uses information from an optical sensor to provide multiple line-of-…

Accurate vehicle position estimation using a Kalman filter and neural network-based approach

S Baek, C Liu, P Watta… - 2017 IEEE Symposium …, 2017 - ieeexplore.ieee.org
… improving vehicle position estimation. A curve fitting approach was proposed for tuning
important Kalman filter parameters. A neural network was proposed for estimating position errors. …

Kalman filter realization for orientation and position estimation on dedicated processor

S Romaniuk, Z Gosiewski - acta mechanica et automatica, 2014 - sciendo.com
… Abstract: This paper presents Kalman filter design which has … to achieve proper estimation
of attitude and position signals … Results of Kalman filter estimation were recorded for signals …

Direct dynamic control of a robot using an end-point mounted camera and Kalman filter position estimation

DB Westmore, WJ Wilson - Proceedings. 1991 IEEE International …, 1991 - computer.org
position estimates obtained from endpoint mounted sensors is presented. The feasibility of
using an extended Kalman filter algorithm for relative position estimatesposition estimation