Continuous Occupancy Mapping Using Gaussian Processes

The topic of this thesis is occupancy mapping for mobile robots, with an emphasis on a novel method for continuous occupancy mapping using Gaussian processes. In the new method, spatial correlation is accounted for in a natural way, and an a priori discretization of the area to be mapped is not nece...

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Bibliographic Details
Main Authors: Wågberg, Johan, Walldén Viklund, Emanuel
Format: Others
Language:English
Published: Linköpings universitet, Reglerteknik 2012
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-81464