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» Map Building and Localization for Underwater Navigation
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ICANN
2007
Springer
14 years 1 months ago
Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing
Abstract. Reservoir Computing (RC) uses a randomly created recurrent neural network where only a linear readout layer is trained. In this work, RC is used for detecting complex eve...
Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoi...
IBERAMIA
2004
Springer
14 years 22 days ago
Statistical Inference in Mapping and Localization for Mobile Robots
In this paper we tackle the problem of providing a mobile robot with the ability to build a map of its environment using data gathered during navigation. The data correspond to the...
Anita Araneda, Alvaro Soto
ICRA
2007
IEEE
166views Robotics» more  ICRA 2007»
14 years 1 months ago
Navigation using an appearance based topological map
Abstract— Vision systems are used more and more in ’personal’ robots interacting with humans, since semantic information about objects and places can be derived from the rich...
Olaf Booij, Bas Terwijn, Zoran Zivkovic, Ben J. A....
TSMC
2008
148views more  TSMC 2008»
13 years 5 months ago
Compact Modeling Technique for Outdoor Navigation
In this paper, a new methodology to build compact local maps in real time for outdoor robot navigation is presented. The environment information is obtained from a 3-D scanner lase...
Cristina Castejón, Dolores Blanco, Luis Mor...
ISER
2004
Springer
158views Robotics» more  ISER 2004»
14 years 21 days ago
Topological Global Localization and Mapping with Fingerprints and Uncertainty
Navigation in unknown or partially unknown environments remains one of the biggest challenges in today's mobile robotics. Environmental modeling, perception, localization and ...
Adriana Tapus, Nicola Tomatis, Roland Siegwart