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» Probabilistic Mapping of an Environment by a Mobile Robot
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JIRS
2011
124views more  JIRS 2011»
12 years 10 months ago
EKF-Based Localization of a Wheeled Mobile Robot in Structured Environments
Abstract This paper deals with the problem of mobile-robot localization in structured environments. The extended Kalman filter (EKF) is used to localize the fourwheeled mobile robo...
Luka Teslic, Igor Skrjanc, Gregor Klancar
ICRA
2009
IEEE
162views Robotics» more  ICRA 2009»
14 years 2 months ago
SLAM in large indoor environments with low-cost, noisy, and sparse sonars
— Simultaneous localization and mapping (SLAM) is a well-studied problem in mobile robotics. However, the majority of the proposed techniques for SLAM rely on the use of accurate...
Teddy N. Yap Jr., Christian R. Shelton
IJRR
2008
151views more  IJRR 2008»
13 years 7 months ago
Trajectory Optimization using Reinforcement Learning for Map Exploration
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 chall...
Thomas Kollar, Nicholas Roy
ICRA
2002
IEEE
161views Robotics» more  ICRA 2002»
14 years 10 days ago
Mosaicing Large Cyclic Environments for Visual Navigation in Autonomous Vehicles
Mobile robot localization from large-scale appearance mosaics has been showing increasing promise as a low-cost, high-performance and infrastructure-free solution to vehicle guida...
Ranjith Unnikrishnan, Alonzo Kelly
ICRA
2008
IEEE
132views Robotics» more  ICRA 2008»
14 years 1 months ago
Accelerated appearance-only SLAM
Abstract— This paper describes a probabilistic bail-out condition for multihypothesis testing based on Bennett’s inequality. We investigate the use of the test for increasing t...
Mark Joseph Cummins, Paul M. Newman