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ML
1998
ACM
153views Machine Learning» more  ML 1998»
13 years 5 months ago
Bayesian Landmark Learning for Mobile Robot Localization
To operate successfully in indoor environments, mobile robots must be able to localize themselves. Most current localization algorithms lack flexibility, autonomy, and often optim...
Sebastian Thrun
ICRA
2000
IEEE
117views Robotics» more  ICRA 2000»
13 years 9 months ago
Practical Mobile Robot Self-Localization
A mapmaking robot integrates accumulated sensor data into a data structure that can be used for future localization or planning operations. Localization is the process of determin...
Jon Howell, Bruce Randall Donald
AROBOTS
2006
108views more  AROBOTS 2006»
13 years 5 months ago
Relative localization using path odometry information
All mobile bases suffer from localization errors. Previous approaches to accommodate for localization errors either use external sensors such as lasers or sonars, or use internal s...
Nakju Lett Doh, Howie Choset, Wan Kyun Chung
ICANN
2007
Springer
13 years 11 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...
ISER
2000
Springer
107views Robotics» more  ISER 2000»
13 years 9 months ago
Experimental Comparison of Techniques for Localization and Mapping Using a Bearing-Only Sensor
:We present a comparison of an extended Kalman lter and an adaptation of bundle adjustment from computer vision for mobile robot localization and mapping using a bearing-only senso...
Matthew Deans, Martial Hebert