[PDF][PDF] Information gain-based exploration using rao-blackwellized particle filters.

C Stachniss, G Grisetti… - Robotics: Science and …, 2005 - informatik.uni-freiburg.de
This paper presents an integrated approach to exploration, mapping, and localization. Our
algorithm uses a highly efficient Rao-Blackwellized particle filter to represent the posterior …

Uncertainty-aware receding horizon exploration and mapping using aerial robots

C Papachristos, S Khattak… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
This paper presents a novel path planning algorithm for autonomous, uncertainty-aware
exploration and mapping of unknown environments using aerial robots. The proposed …

A comparison of path planning strategies for autonomous exploration and mapping of unknown environments

M Juliá, A Gil, O Reinoso - Autonomous Robots, 2012 - Springer
To date, a large number of algorithms to solve the problem of autonomous exploration and
mapping has been presented. However, few efforts have been made to compare these …

[图书][B] Robotic mapping and exploration

C Stachniss - 2009 - books.google.com
" Robotic Mapping and Exploration" is an important contribution in the area of simultaneous
localization and mapping (SLAM) for autonomous robots, which has been receiving a great …

Trajectory optimization using reinforcement learning for map exploration

T Kollar, N Roy - The International Journal of Robotics …, 2008 - journals.sagepub.com
Automatically building maps from sensor data is a necessary and fundamental skill for
mobile robots; as a result, considerable research attention has focused on the technical …

Observability analysis and active control for airborne SLAM

M Bryson, S Sukkarieh - IEEE Transactions on Aerospace and …, 2008 - ieeexplore.ieee.org
An unmanned aerial vehicle (UAV) is tasked to explore an unknown environment and to
map the features it finds, but must do so without the use of infrastructure-based localisation …

Active pose SLAM

R Valencia, J Andrade-Cetto, R Valencia… - Mapping, planning and …, 2018 - Springer
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Menu Find a journal Publish with us Track your research Search Cart Book cover Mapping …

An information-based exploration strategy for environment mapping with mobile robots

F Amigoni, V Caglioti - Robotics and Autonomous Systems, 2010 - Elsevier
The availability of efficient mapping systems to produce accurate representations of initially
unknown environments is recognized as one of the main requirements for autonomous …

Autonomous robotic exploration using a utility function based on Rényi's general theory of entropy

H Carrillo, P Dames, V Kumar, JA Castellanos - Autonomous Robots, 2018 - Springer
In this paper we present a novel information-theoretic utility function for selecting actions in a
robot-based autonomous exploration task. The robot's goal in an autonomous exploration …

Robust exploration and homing for autonomous robots

DP Ström, I Bogoslavskyi, C Stachniss - Robotics and Autonomous …, 2017 - Elsevier
The ability to explore an unknown environment is an important prerequisite for building truly
autonomous robots. Two central capabilities for autonomous exploration are the selection of …