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.
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