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
… -based adaptive extended Kalman filter technique is presented. The objective is to estimate
the … We design an adaptive neuro-fuzzy extended Kalman filter to minimize the difference …

Analysis and improvement of the consistency of extended Kalman filter based SLAM

GP Huang, AI Mourikis… - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
… environments, the ability to perform simultaneous localization and mapping (SLAM) is …
function, as long as it is invertible (ie, as long as we can fully determine an estimate of the robot-…

[PDF][PDF] Extended Kalman filter sensor fusion in practice for mobile robot localization

AA Housein, G Xingyu, W Li… - International Journal of …, 2022 - pdfs.semanticscholar.org
… This paper also establishes the framework for using a Kalman filter for state estimation,
providing all relevant mathematical equations for differential drive robot, this technique can be …

A comparative study of target tracking with Kalman filter, extended Kalman filter and particle filter using received signal strength measurements

MW Khan, N Salman, A Ali, AM Khan… - 2015 International …, 2015 - ieeexplore.ieee.org
… Though in literature, joint PLE and coordinates estimations are … most celebrated technique
for localization and tracking. TNs … Li, "RSS-based location estimation with unknown pathloss …

Real-time ego-motion estimation using Lidar and a vehicle model based Extended Kalman Filter

K Zindler, N Geiß, K Doll… - 17th International IEEE …, 2014 - ieeexplore.ieee.org
… The new Lidar- and vehicle sensor based ego-localization and ego-motion estimation scheme
derived in this paper is evaluated using the example test scenario introduced in Section I. …

Localization of legged robots combining a fuzzy-Markov method and a population of extended Kalman filters

F Martín, V Matellán, P Barrera, JM Cañas - Robotics and Autonomous …, 2007 - Elsevier
… Next, in Section 3 we describe the Extended Kalman Filter … FMK method to solve the
localization problem, both global and … the EKF filter when we consider that the FMK estimation is …

Extended Kalman/UFIR filters for UWB-based indoor robot localization under time-varying colored measurement noise

Y Xu, YS Shmaliy, S Bi, X Chen… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
… , the extended Kalman filter (EKF)-based algorithms suffer from the colored measurement
noise (CMN) that degrades the localization … Liao, “Mobile location estimator in a rough wireless …

Extended Kalman filter-based methods for pose estimation using visual, inertial and magnetic sensors: Comparative analysis and performance evaluation

G Ligorio, AM Sabatini - Sensors, 2013 - mdpi.com
… The main problem experienced in regard of loss of vision is as follows: since it is only the
vision that does positioning, the position estimates tend to diverge fast when the system is blind…

An Extended Kalman Filter for the state estimation of a mobile robot from intermittent measurements

P Muraca, P Pugliese, G Rocca - 2008 16th Mediterranean …, 2008 - ieeexplore.ieee.org
… As we will use an Extended Kalman Filter to estimate the state … the estimation error of the
filtered estimate which is obtained. … the filter diverges when either at some step the localization

Received signal strength–based indoor localization using a robust interacting multiple model–extended Kalman filter algorithm

JM Castro-Arvizu, J Vilà-Valls… - International …, 2017 - journals.sagepub.com
… To understand the problem at hand and to clearly place the new contribution of this work
with respect to state-of-the-art RSS-based localization solutions, the main estimation problems …