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
Erschienen am
19.05.2011, 1. Auflage 2011
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.
Produktsicherheitsverordnung
Hersteller: Springer Verlag GmbH
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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.