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Environment Learning for Indoor Mobile Robots

A Stochastic State Estimation Approach to Simultaneous Localization and Map Building

Paperback Engels 2010 9783642069314
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Samenvatting

This monograph covers theoretical aspects of simultaneous localization and map building for mobile robots. These include estimation stability, nonlinear models for the propagation of uncertainties, temporal landmark compatibility, as well as issues pertaining the coupling of control and SLAM. One of the most relevant topics covered in this monograph is the theoretical formalism of partial observability in SLAM.

Specificaties

ISBN13:9783642069314
Taal:Engels
Bindwijze:paperback
Aantal pagina's:136
Uitgever:Springer Berlin Heidelberg

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Inhoudsopgave

Simultaneous Localization and Map Building.- Marginal Filter Stability.- Suboptimal Filter Stability.- Unscented Transformation of Vehicle States.- Simultaneous Localization, Control and Mapping.- A: The Kalman Filter.- B: Concepts from Linear Algebra.- C: Sigma Points.

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€ 120,99
Levertijd ongeveer 9 werkdagen
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        Environment Learning for Indoor Mobile Robots