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    • Sparse Bayesian information filters for localization and mapping 

      Walter, Matthew R. (Massachusetts Institute of Technology and Woods Hole Oceanographic Institution, 2008-02)
      This thesis formulates an estimation framework for Simultaneous Localization and Mapping (SLAM) that addresses the problem of scalability in large environments. We describe an estimation-theoretic algorithm that achieves ...