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Random Finite Sets for Robot Mapping \u0026 SLAM
Hoofdkenmerken
Auteur: John Stephen Mullane; Ba-Ngu Vo; Martin David Adams; Ba-Tuong Vo
Titel: Random Finite Sets for Robot Mapping \u0026 SLAM
Uitgever: Springer Nature
ISBN: 9783642213908
ISBN boekversie: 9783642268311
Prijs: € 107,90
Verschijningsdatum: 19-05-2011
Inhoudelijke kenmerken
Categorie: Intelligence (AI) & Semantics
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

The monograph written by John Mullane, Ba-Ngu Vo, Martin Adams and Ba-Tuong Vo is devoted to the field of autonomous robot systems, which have been receiving a great deal of attention by the research community in the latest few years. The contents are focused on the problem of representing the environment and its uncertainty in terms of feature based maps. Random Finite Sets are adopted as the fundamental tool to represent a map, and a general framework is proposed for feature management, data association and state estimation. The approaches are tested in a number of experiments on both ground based and marine based facilities.
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