UAV‐based simultaneous localization and map** in outdoor environments: A systematic sco** review

K Wang, L Kooistra, R Pan, W Wang… - Journal of Field …, 2024 - Wiley Online Library
This study aims to investigate the current knowledge of unmanned aerial vehicle (UAV)‐
based simultaneous localization and map** (SLAM) in outdoor environments and to …

[PDF][PDF] FastSLAM: A factored solution to the simultaneous localization and map** problem

M Montemerlo, S Thrun, D Koller, B Wegbreit - Aaai/iaai, 2002 - cdn.aaai.org
The ability to simultaneously localize a robot and accurately map its surroundings is
considered by many to be a key prerequisite of truly autonomous robots. However, few …

iSAM: Incremental smoothing and map**

M Kaess, A Ranganathan… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
In this paper, we present incremental smoothing and map** (iSAM), which is a novel
approach to the simultaneous localization and map** problem that is based on fast …

RatSLAM: a hippocampal model for simultaneous localization and map**

MJ Milford, GF Wyeth, D Prasser - … International Conference on …, 2004 - ieeexplore.ieee.org
The work presents a new approach to the problem of simultaneous localization and
map**-SLAM-inspired by computational models of the hippocampus of rodents. The …

A random-finite-set approach to Bayesian SLAM

J Mullane, BN Vo, MD Adams… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
This paper proposes an integrated Bayesian frame work for feature-based simultaneous
localization and map building (SLAM) in the general case of uncertain feature number and …

Mobile robot simultaneous localization and map** in dynamic environments

DF Wolf, GS Sukhatme - Autonomous Robots, 2005 - Springer
We propose an on-line algorithm for simultaneous localization and map** of dynamic
environments. Our algorithm is capable of differentiating static and dynamic parts of the …

[책][B] FastSLAM: A scalable method for the simultaneous localization and map** problem in robotics

M Montemerlo, S Thrun - 2007 - books.google.com
This monograph describes a new family of algorithms for the simultaneous localization and
map** (SLAM) problem in robotics, called FastSLAM. The FastSLAM-type algorithms have …

[PDF][PDF] Fastslam: An efficient solution to the simultaneous localization and map** problem with unknown data association

S Thrun, M Montemerlo, D Koller… - Journal of Machine …, 2004 - academia.edu
This article provides a comprehensive description of FastSLAM, a new family of algorithms
for the simultaneous localization and map** problem, which specifically address hard …

Consistency of the FastSLAM algorithm

T Bailey, J Nieto, E Nebot - Proceedings 2006 IEEE …, 2006 - ieeexplore.ieee.org
This paper presents an analysis of FastSLAM-a Rao-Blackwellised particle filter formulation
of simultaneous localisation and map**. It shows that the algorithm degenerates with time …

A collection of outdoor robotic datasets with centimeter-accuracy ground truth

JL Blanco, FA Moreno, J Gonzalez - Autonomous Robots, 2009 - Springer
The lack of publicly accessible datasets with a reliable ground truth has prevented in the
past a fair and coherent comparison of different methods proposed in the mobile robot …