Invited Talk: UCRL and Autonomous Exploration

Author(s):  
Peter Auer
2009 ◽  
Vol 29 (6) ◽  
pp. 748-774 ◽  
Author(s):  
Nathaniel Fairfield ◽  
George Kantor ◽  
Dominic Jonak ◽  
David Wettergreen

2002 ◽  
Vol 50 (3) ◽  
pp. 167-172
Author(s):  
M.Dale Stokes

2011 ◽  
Vol 22 (6) ◽  
pp. 970-988 ◽  
Author(s):  
Irena Nayfeld ◽  
Kimberly Brenneman ◽  
Rochel Gelman

2017 ◽  
Vol 50 (1) ◽  
pp. 10274-10279 ◽  
Author(s):  
Hélène Roggeman ◽  
Julien Marzat ◽  
Anthelme Bernard-Brunel ◽  
Guy Le Besnerais

Author(s):  
Ping Zhong ◽  
Bolei Chen ◽  
Siyi Lu ◽  
Xiaoxi Meng ◽  
Yixiong Liang

2021 ◽  
Author(s):  
Xuehao Sun ◽  
Shuchao Deng ◽  
Baohong Tong ◽  
Shuang Wang ◽  
Shuai Ma ◽  
...  

2021 ◽  
Author(s):  
Hector Azpurna ◽  
Mario F. M. Campos ◽  
Douglas G. Macharet

2021 ◽  
pp. 1-12
Author(s):  
Á. Martínez Novo ◽  
Liang Lu ◽  
Pascual Campoy

This paper addresses the challenge to build an autonomous exploration system using Micro-Aerial Vehicles (MAVs). MAVs are capable of flying autonomously, generating collision-free paths to navigate in unknown areas and also reconstructing the environment at which they are deployed. One of the contributions of our system is the “3D-Sliced Planner” for exploration. The main innovation is the low computational resources needed. This is because Optimal-Frontier-Points (OFP) to explore are computed in 2D slices of the 3D environment using a global Rapidly-exploring Random Tree (RRT) frontier detector. Then, the MAV can plan path routes to these points to explore the surroundings with our new proposed local “FAST RRT* Planner” that uses a tree reconnection algorithm based on cost, and a collision checking algorithm based on Signed Distance Field (SDF). The results show the proposed explorer takes 43.95% less time to compute exploration points and paths when compared with the State-of-the-Art represented by the Receding Horizon Next Best View Planner (RH-NBVP) in Gazebo simulations.


Author(s):  
Christoph Brandau ◽  
Jan-Gerrit Jaeger ◽  
Marco Steinbrink ◽  
Dietmar Tutsch

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