Navigation integration using the fuzzy strong tracking unscented Kalman filter

DJ Jwo, SY Lai - The Journal of Navigation, 2009 - cambridge.org
A navigation integration processing scheme, called the strong tracking unscented Kalman
filter (STUKF), is based on the combination of an unscented Kalman filter (UKF) and a strong …

[HTML][HTML] Fuzzy adaptive cubature Kalman filter for integrated navigation systems

CH Tseng, SF Lin, DJ Jwo - Sensors, 2016 - mdpi.com
This paper presents a sensor fusion method based on the combination of cubature Kalman
filter (CKF) and fuzzy logic adaptive system (FLAS) for the integrated navigation systems …

Adaptive fuzzy strong tracking extended Kalman filtering for GPS navigation

DJ Jwo, SH Wang - IEEE Sensors Journal, 2007 - ieeexplore.ieee.org
The well-known extended Kalman filter (EKF) has been widely applied to the Global
Positioning System (GPS) navigation processing. The adaptive algorithm has been one of …

Fuzzy adaptive interacting multiple model unscented Kalman filter for integrated navigation

DJ Jwo, CH Tseng - 2009 IEEE Control Applications,(CCA) & …, 2009 - ieeexplore.ieee.org
In this paper, application of fuzzy interacting multiple model unscented Kalman filter (FUZZY-
IMMUKF) approach to integrated navigation processing for maneuvering vehicle is …

Performance enhancement for ultra-tight GPS/INS integration using a fuzzy adaptive strong tracking unscented Kalman filter

DJ Jwo, CF Yang, CH Chuang, TY Lee - Nonlinear Dynamics, 2013 - Springer
This paper conducts performance evaluation for the ultra-tight integration of Global
positioning system (GPS) and inertial navigation system (INS) by use of the fuzzy adaptive …

An adaptive fuzzy strong tracking Kalman filter for GPS/INS navigation

DJ Jwo, CM Huang - IECON 2007-33rd Annual Conference of …, 2007 - ieeexplore.ieee.org
The Kalman filtering is a form of recursive optimal estimation, which has been widely applied
to the navigation designs. Kalman filter requires that all the plant dynamics and noise …

A constrained total extended Kalman filter for integrated navigation

V Mahboub, D Mohammadi - The journal of navigation, 2018 - cambridge.org
In this contribution, an improved Extended Kalman Filter (EKF), named the Total Extended
Kalman Filter (TEKF) is proposed for integrated navigation. It can consider the neglected …

Correlational inference-based adaptive unscented Kalman filter with application in GNSS/IMU-integrated navigation

C Yang, W Shi, W Chen - GPS solutions, 2018 - Springer
A generalized Kalman filtering estimator with nonlinear models is derived based on
correlational inference, in which a new target function with constraint equation is …

Multi sensor fusion based on adaptive Kalman filtering

S Yazdkhasti, JZ Sasiadek - … , Navigation and Control: Selected Papers of …, 2018 - Springer
The optimal performance of the conventional Kalman filters is not guaranteed, when there is
uncertainty in the process and measurement noise covariances. In this paper, in order to …

Hybrid derivative-free EKF for USBL/INS tightly-coupled integration in AUV

Y Geng, J Sousa - … on Autonomous and Intelligent Systems, AIS …, 2010 - ieeexplore.ieee.org
This paper presents a novel hybrid derivative-free extended Kalman filter, which takes
advantage of both the linear time propagation of the Kalman filter and nonlinear …