Academic Commons

Reports

A Hybrid Approach to Topological Mobile Robot Localization

Blaer, Paul S.; Allen, Peter K.

We present a hybrid method for localizing a mobile robot in a complex environment. The method combines the use of multiresolution histograms with a signal strength analysis of existing wireless networks. We tested this localization procedure on the campus of Columbia University with our mobile robot, the Autonomous Vehicle for Exploration and Navigation of Urban Environments. Our results indicate that localization accuracy is significantly improved when five levels of resolution are used instead of one in color histogramming. We also find that incorporating wireless signal strengths into the method further improves reliability and helps to resolve ambiguities which arise when different regions have similar visual appearances.

Subjects

Files

More About This Work

Academic Units
Computer Science
Publisher
Department of Computer Science, Columbia University
Series
Columbia University Computer Science Technical Reports, CUCS-020-05
Published Here
April 26, 2011
Academic Commons provides global access to research and scholarship produced at Columbia University, Barnard College, Teachers College, Union Theological Seminary and Jewish Theological Seminary. Academic Commons is managed by the Columbia University Libraries.