Mobile robot localization with reinforcement learning map update decision aided by an absolute indoor positioning system

L Garrote, M Torres, T Barros, J Perdiz… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
This paper introduces a new mobile robot localization solution consisting of two main
modules: a Particle-Filter based Localization (PFL) and a Reinforcement-Learning based …

Particle filtering supported probability density estimation of mobility patterns

A Darányi, T Ruppert, J Abonyi - Heliyon, 2024 - cell.com
This paper presents a methodology that aims to enhance the accuracy of probability density
estimation in mobility pattern analysis by integrating prior knowledge of system dynamics …

Absolute indoor positioning-aided laser-based particle filter localization with a refinement stage

L Garrote, T Barros, R Pereira… - IECON 2019-45th …, 2019 - ieeexplore.ieee.org
Robot localization in indoor environments is crucial for achieving flexible automated
navigation. In this paper, we propose a novel multi-stage localization approach for mobile …

Learnable spatio-temporal map embeddings for deep inertial localization

D Melamed, K Ram, V Roy… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
Indoor localization systems often fuse inertial odometry with map information via hand-
defined methods to reduce odometry drift, but such methods are sensitive to noise and …

Map as the hidden sensor: Fast odometry-based global localization

C Peng, D Weikersdorfer - 2020 IEEE International Conference …, 2020 - ieeexplore.ieee.org
Accurate and robust global localization is essential to robotics applications. We propose a
novel global localization method that employs the map traversability as a hidden …

A-slam: Human in-the-loop augmented slam

A Sidaoui, MK Zein, IH Elhajj… - … conference on robotics …, 2019 - ieeexplore.ieee.org
In this work, we are proposing an intuitive Augmented SLAM method (A-SLAM) that allows
the user to interact, in real-time, with a robot running SLAM to correct for pose and map …

GPS-denied vehicle localization for augmented reality using a road-aided particle filter and RGB camera

T Welsh, SM Marks… - 2023 IEEE/ION Position …, 2023 - ieeexplore.ieee.org
Vehicle localization and navigation in a GPS-denied or GPS-degraded environment is a
common use case in both civilian and military applications. Augmented reality (AR) …

Exploiting 3D Grids for Indoor SLAM in Featureless Scenarios

L Garrote, U Reverendo… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Accurate multi-sensor localization is a challenging task in the navigation of AMRs. Precise
localization strategies are essential for AMRs to be able to perform with safety their missions …

[PDF][PDF] Smartphone Localization for Indoor Pedestrian Navigation

V Roy - 2022 - ri.cmu.edu
Global positioning system (GPS) interfacing with applications such as Google Maps has
proven very useful for navigation in outdoor open settings. However in crowded metropolitan …

FloorVLoc: A modular approach to floorplan monocular localization

J Noonan, E Rivlin, H Rotstein - Robotics, 2020 - mdpi.com
Intelligent vehicles for search and rescue, whose mission is assisting emergency personnel
by visually exploring an unfamiliar building, require accurate localization. With GPS not …