Rao-Blackwellised RFS Bayesian SLAM

This chapter proposes an alternative Bayesian framework for feature-based SLAM, again in the general case of uncertain feature number and data association. As in Chapter 5, a first order solution, coined the probability hypothesis density (PHD) SLAM filter, is used, which jointly propagates the post...

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Bibliographic Details
Main Authors: Mullane, J., Vo, Ba-Ngu, Adams, M., Vo, Ba Tuong
Format: Book Chapter
Published: 2011
Online Access:http://hdl.handle.net/20.500.11937/60486