A survey on global lidar localization: Challenges, advances and open problems
Abstract Knowledge about the own pose is key for all mobile robot applications. Thus pose
estimation is part of the core functionalities of mobile robots. Over the last two decades …
estimation is part of the core functionalities of mobile robots. Over the last two decades …
[PDF][PDF] A survey on global lidar localization
Knowledge about the own pose is key for all mobile robot applications. Thus pose
estimation is part of the core functionalities of mobile robots. In the last two decades, LiDAR …
estimation is part of the core functionalities of mobile robots. In the last two decades, LiDAR …
An overview of differentiable particle filters for data-adaptive sequential Bayesian inference
By approximating posterior distributions with weighted samples, particle filters (PFs) provide
an efficient mechanism for solving non-linear sequential state estimation problems. While …
an efficient mechanism for solving non-linear sequential state estimation problems. While …
An improved localization of mobile robotic system based on AMCL algorithm
MA Chung, CW Lin - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
In the Mobile Robotics domain, the ability of robots to locate themselves is one of the most
important events. By locating, mobile robots can obtain information about the environment …
important events. By locating, mobile robots can obtain information about the environment …
An enhanced adaptive Monte Carlo Localization for service robots in dynamic and featureless environments
S He, T Song, P Wang, C Ding, X Wu - Journal of Intelligent & Robotic …, 2023 - Springer
Abstract The Adaptive Monte Carlo Localization (AMCL) is a common technique for mobile
robot localization problem. However, AMCL performs poorly on localization when robot …
robot localization problem. However, AMCL performs poorly on localization when robot …
Visual-feature-assisted mobile robot localization in a long corridor environment
G Ge, Y Zhang, W Wang, L Hu, Y Wang… - Frontiers of Information …, 2023 - Springer
Localization plays a vital role in the mobile robot navigation system and is a fundamental
capability for autonomous movement. In an indoor environment, the current mainstream …
capability for autonomous movement. In an indoor environment, the current mainstream …
Single-shot global localization via graph-theoretic correspondence matching
This paper describes a method of single-shot global localization based on graph-theoretic
matching of instances between a query and a prior map. The proposed framework employs …
matching of instances between a query and a prior map. The proposed framework employs …
Overcoming kinematic singularities for motion control in a caster wheeled omnidirectional robot
Omnidirectional planar robots are common these days due to their high mobility, for example
in human–robot interactions. The motion of such mechanisms is based on specially …
in human–robot interactions. The motion of such mechanisms is based on specially …
Failure-aware policy learning for self-assessable robotics tasks
Self-assessment rules play an essential role in safe and effective real-world robotic
applications, which verify the feasibility of the selected action before actual execution. But …
applications, which verify the feasibility of the selected action before actual execution. But …
Probabilistic model-based global localization in an airport environment
HS Hoj, SØ Hansen… - 2021 IEEE 17th …, 2021 - ieeexplore.ieee.org
This paper presents a method for 3D robot localization in an airport environment using an
enhanced adaptive Monte Carlo localization algorithm with sensor input from a multi-beam …
enhanced adaptive Monte Carlo localization algorithm with sensor input from a multi-beam …