The fuzzy Kalman filter: Improving its implementation by reformulating uncertainty representation

F Matía, V Jiménez, BP Alvarado, R Haber - Fuzzy Sets and Systems, 2021 - Elsevier
The fuzzy Kalman filter (FKF), introduced some years ago, is revisited. In the initial version,
trapezoidal possibility distributions functions instead of gaussian probability distributions …

Incorporating neuro-fuzzy with extended Kalman filter for simultaneous localization and mapping

CH Do, HY Lin - International Journal of Advanced Robotic …, 2019 - journals.sagepub.com
Extended Kalman filter is well-known as a popular solution to the simultaneous localization
and mapping problem for mobile robot platforms or vehicles. In this article, the development …

[HTML][HTML] A set of practical experiments to validate the fuzzy Kalman filter

V Jiménez, BP Alvarado, F Matía - Fuzzy Sets and Systems, 2021 - Elsevier
Abstract The Fuzzy Kalman Filter (FKF) was recently reformulated, with a number of basic
examples included in order to demonstrate its applicability. We now look ahead to its …

Simultaneous localization and mapping with neuro-fuzzy assisted extended kalman filtering

CH Do, HY Lin, YC Huang - 2017 IEEE/SICE International …, 2017 - ieeexplore.ieee.org
This paper present the development of neuro-fuzzy based adaptive EKF for the SLAM
problem with the aim of estimating the proper values for the elements of R matrix at each …

Robust filter setting in GPS-based relative positioning of small-satellite LEO formations

F Causa, A Renga, M Grassi - Advances in space research, 2018 - Elsevier
Formations of small satellites are becoming more and more important to many space
applications, since they offer the possibility of distributing the payload functionality among …

Research on Artificial Neural Networks in Bulgarian Academy of Sciences

P Koprinkova-Hristova - Research in Computer Science in the Bulgarian …, 2021 - Springer
The paper presents a review of research on Artificial Neural Networks (ANNs) done by
scientists from the Bulgarian Academy of Sciences (BAS). It summarizes mainly papers …

Applied sensor fusion: Tuning parameters of CF and KF by means of evolution strategies

TMO Santos, MFS Barroso… - IEEE Latin America …, 2020 - ieeexplore.ieee.org
From the point of view of metrology, inertial sensors acting separately present undesirable
performance in the measurement of angular position. In order to provide measurements with …

[PDF][PDF] Verlagsschriftenreihe des Heinz Nixdorf Instituts Prof. Dr.-Ing. Ansgar Trächtler (Hrsg.) Regelungstechnik und Mechatronik

M Gräler - digital.ub.uni-paderborn.de
Die vorliegende Arbeit ist im Bereich der Produktionstechnik situiert, welche sich in einem
stetigen Wandel befindet. Ein Trend in der Produktion sind individualisierte Produkte und …