[HTML][HTML] Particle filtering for three-dimensional TDoA-based positioning using four anchor nodes

M Khalaf-Allah - Sensors, 2020 - mdpi.com
… of a particle filtering approach for the 3D positioning problem based … simulation studies for
UAV indoor positioning applications. … recent works conducted on UAV indoor positioning. The …

Particle filtering-based indoor positioning system for beacon tag tracking

Y Shen, B Hwang, JP Jeong - Ieee Access, 2020 - ieeexplore.ieee.org
… a Particle Filter-based Indoor Positioning System (PFIPS) that can localize and track a tag
… process may suffer from the degeneracy problem and the sample impoverishment problem […

A cognitive particle filter for collaborative DGNSS positioning

A Minetto, A Gurrieri, F Dovis - IEEE Access, 2020 - ieeexplore.ieee.org
positioning solutions in a cooperative fashion [11], [12]. Ranging associated to the position
… , additional landmarks to the positioning problem faced by conventional GNSS receivers. …

[HTML][HTML] Particle filters: A hands-on tutorial

J Elfring, E Torta, R Van De Molengraft - Sensors, 2021 - mdpi.com
… Similar to the seminal work of [1], the focus of this tutorial is on applying a particle filter for
estimation problems. Applications that require estimating quantities occur in many domains: …

[HTML][HTML] A genetic optimization resampling based particle filtering algorithm for indoor target tracking

N Zhou, L Lau, R Bai, T Moore - Remote Sensing, 2021 - mdpi.com
… for particle filter-based tracking problems. The particles used in the tracking problem … When
using the binary encoding method, each component in the particle (such as the position and …

PoseRBPF: A Rao–Blackwellized particle filter for 6-D object pose tracking

X Deng, A Mousavian, Y Xiang, F Xia… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… In this section, we first state the problem of 6-D object pose tracking and provide a high-level
overview of PoseRBPF. After formulating the problem in a particle filtering framework, we …

How Safe is Particle Filtering-based Localization for Mobile Robots? An Integrity Monitoring Approach

OA Hafez, M Joerger, M Spenko - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… Abstract—Deriving safe bounds on particle filter estimate is a research problem that, if …
fault detector and derives a performance measure for particle filter: integrity risk. Integrity risk is …

[HTML][HTML] Indoor positioning integrating PDR/geomagnetic positioning based on the genetic-particle filter

M Sun, Y Wang, S Xu, H Cao, M Si - Applied Sciences, 2020 - mdpi.com
… In this paper, we propose a fusion positioning method based on the genetic-particle filter.
In order to optimize the particle degradation problem, we design an optimization mechanism …

Floor map-aware particle filtering based indoor navigation system

SA Junoh, S Subedi, JY Pyun - Ieee Access, 2021 - ieeexplore.ieee.org
framework, but can only deal with linear problems and Gaussian models. A particle filter (PF) …
However, a critical challenge with PF is the problem of particle degradation after resampling…

Trajectory prediction and tracking using a multi-behaviour social particle filter

V Malviya, R Kala - Applied Intelligence, 2022 - Springer
… a particle filter to solve any tracking problem. This section aims to solve the problem as per
the stated objectives using a particle filter. The implementation of the particle filter specifically …