Simultaneous localization and mapping based on Kalman filter and extended Kalman filter

I Ullah, X Su, X Zhang, D Choi - Wireless Communications and …, 2020 - Wiley Online Library
… quadrotor location estimationKalman filtering is presented to fuse the productions of the
ORB-SLAM 2.0, FastSLAM 2.0, and quadrotor location estimation methods, in order to localize

Evaluation of Localization by Extended Kalman Filter, Unscented Kalman Filter, and Particle Filter‐Based Techniques

I Ullah, X Su, J Zhu, X Zhang, D Choi… - … and Mobile Computing, 2020 - Wiley Online Library
… For the improvement of localization accuracy, a variety of localizationlocalization
techniques named Extended Kalman Filter (EKF-) based localization, Unscented Kalman Filter

[HTML][HTML] A fusion localization method based on a robust extended Kalman filter and track-quality for wireless sensor networks

Y Wang, H Jie, L Cheng - Sensors, 2019 - mdpi.com
… It includes LOS and NLOS models to estimate the state with two parallel Kalman filters. …
algorithm and extended Kalman-based IMM to acquire more accurate location estimation in the …

[HTML][HTML] Extended Kalman filter-based localization algorithm by edge computing in wireless sensor networks

I Ullah, S Qian, Z Deng, JH Lee - Digital Communications and Networks, 2021 - Elsevier
… The technique of localization estimation regarding the wireless … of the networks field,
localization estimation of the indoor environment … A single model framework for indoor localization

Vehicle localization during GPS outages with extended Kalman filter and deep learning

J Liu, G Guo - IEEE Transactions on Instrumentation and …, 2021 - ieeexplore.ieee.org
… Therefore, to obtain accurate estimates, this article gives an improved extended Kalman
filter (IEKF) for fusion of MEMS-INS and GPS signals to achieve accurate position estimation. …

[PDF][PDF] Improved tag-based indoor localization of UAVs using extended Kalman filter

N Kayhani, A Heins, W Zhao, M Nahangi… - Proceedings of the …, 2019 - dynsyslab.org
… in a GPS-denied environment; however, the accuracy of the localizationExtended Kalman
Filter (EKF) for improving the estimation process of a previously developed indoor localization

An extended Kalman filter for direct, real-time, phase-based high precision indoor localization

M Lipka, E Sippel, M Vossiek - IEEE Access, 2019 - ieeexplore.ieee.org
… A novel 3D localization algorithm capable of high precision 3D positioning based on
phase evaluation is presented in this paper. The Kalman filter implementation offers lower …

Enhancement of mobile robot localization using extended Kalman filter

M Faisal, M Alsulaiman, R Hedjar… - Advances in …, 2016 - journals.sagepub.com
estimation of the past and future positions in an effective manner; 2 the best example is the
estimation of the position and locationExtended Kalman filter (EKF) is a version of KF that is …

[HTML][HTML] Pose estimation of a mobile robot based on fusion of IMU data and vision data using an extended Kalman filter

MB Alatise, GP Hancke - Sensors, 2017 - mdpi.com
Localization is identified as a problem of estimating the pose … ego-motion estimation with
a low rate in the long term, but … , such as the Kalman filter or extended Kalman filter, usually …

Extended Kalman filter based localization for a mobile robot team

J Lu, C Li, W Su - 2016 Chinese Control and Decision …, 2016 - ieeexplore.ieee.org
… In this section, a simulation example is presented to illustrate the extended Kalman Filter
based state estimation algorithm for the robot team shown in Figure 1. Here, the trajectory of the …