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ICIC
2007
Springer
14 years 1 months ago
Usage of Hybrid Neural Network Model MLP-ART for Navigation of Mobile Robot
We suggest to apply the hybrid neural network based on multi layer perceptron (MLP) and adaptive resonance theory (ART-2) for solving of navigation task of mobile robots. This appr...
Andrey Gavrilov, Sungyoung Lee
ICRA
2003
IEEE
156views Robotics» more  ICRA 2003»
14 years 1 months ago
TopBot: automated network topology detection with a mobile robot
Abstract— We have demonstrated that a properlyequipped mobile robot can easily construct a detailed map of the wireless coverage of an urban environment. The Autonomous Vehicle f...
Paul Blaer, Peter K. Allen
IDA
2003
Springer
14 years 28 days ago
A Semi-supervised Method for Learning the Structure of Robot Environment Interactions
For a mobile robot to act autonomously, it must be able to construct a model of its interaction with the environment. Oates et al. developed an unsupervised learning method that pr...
Axel Großmann, Matthias Wendt, Jeremy Wyatt
ICRA
1994
IEEE
157views Robotics» more  ICRA 1994»
13 years 12 months ago
An Integrated System for Autonomous Off-Road Navigation
In this paper, we report on experiments with a core system for autonomous navigation in outdoor natural terrain. The system consists of three parts: a perception module which proc...
Dirk Langer, Julio Rosenblatt, Martial Hebert
AINA
2008
IEEE
14 years 2 months ago
A Map Matching Algorithm for Car Navigation Systems that Predict User Destination
In this paper, we propose a map matching algorithm for car navigation systems that predict user destination. This car navigation system is a novel system that automatically predict...
Koichi Miyashita, Tsutomu Terada, Shojiro Nishio