Random Finite Sets for Robot Mapping & SLAM

New Concepts in Autonomous Robotic Map Representations, Springer Tracts in Advanced Robotics 72

Mullane, John Stephen/Vo, Ba-Ngu/Adams, Martin David et al
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Bibliografische Daten
ISBN/EAN: 9783642213892
Sprache: Englisch
Umfang: xxiv, 148 S.
Auflage: 1. Auflage 2011
Einband: gebundenes Buch

Beschreibung

InhaltsangabePart I Random Finite Sets.- Why Random Finite Sets?.- Estimation with Random Finite Sets.- Part II Random Finite Set Based Robotic Mapping.- An RFS Theoretic for Bayesian Feature-Based Robotic Mapping. An RFS 'Brute Force' Formulation for Bayesian SLAM. RaoBlackwellised RFS Bayesian SLAM. Extensions with RFSs in SLAM.

Inhalt

Part I Random Finite Sets.- Why Random Finite Sets?.- Estimation with Random Finite Sets.- Part II Random Finite Set Based Robotic Mapping.- An RFS Theoretic for Bayesian Feature-Based Robotic Mapping.- An RFS a¿¿Brute Force¿ Formulation for Bayesian SLAM.- Rao-Blackwellised RFS Bayesian SLAM.- Extensions with RFSs in SLAM.