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» A Universal Autonomous Robot Navigation Method
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FSR
2003
Springer
123views Robotics» more  FSR 2003»
14 years 3 months ago
Learning Predictions of the Load-Bearing Surface for Autonomous Rough-Terrain Navigation in Vegetation
Current methods for off-road navigation using vehicle and terrain models to predict future vehicle response are limited by the accuracy of the models they use and can suffer if th...
Carl Wellington, Anthony Stentz
IROS
2006
IEEE
136views Robotics» more  IROS 2006»
14 years 3 months ago
Panoramic View-Based Navigation in Outdoor Environments Based on Support Vector Learning
— This paper describes a panoramic view-based navigation in outdoor environments. We have been developing a two-phase navigation method. In the training phase, the robot acquires...
Hideo Morita, Michael Hild, Jun Miura, Yoshiaki Sh...
IROS
2009
IEEE
172views Robotics» more  IROS 2009»
14 years 4 months ago
System interdependence analysis for autonomous mobile robots
Abstract— Autonomous mobile robots are deployed in a variety of application domains, resulting in scenario specific implementations. However these systems share common component...
Florian Rohrmüller, Georgios Lidoris, Dirk Wo...
ICRA
2002
IEEE
146views Robotics» more  ICRA 2002»
14 years 2 months ago
Topological Mobile Robot Localization using Fast Vision Techniques
In this paper we present a system for topologically localizing a mobile robot using color histogram matching of omnidirectional images. The system is intended for use as a navigat...
Paul Blaer, Peter K. Allen
CVPR
2007
IEEE
14 years 12 months ago
Fast Terrain Classification Using Variable-Length Representation for Autonomous Navigation
We propose a method for learning using a set of feature representations which retrieve different amounts of information at different costs. The goal is to create a more efficient ...
Anelia Angelova, Larry Matthies, Daniel M. Helmick...