A Framework for Nonlinear Filtering in MATLAB

The object of this thesis is to provide a MATLAB framework for nonlinear filtering in general, and particle filtering in particular. This is done by using the object-oriented programming paradigm, resulting in truly expandable code. Three types of discrete and nonlinear state-space models are suppor...

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Bibliographic Details
Main Author: Rosén, Jakob
Format: Others
Language:English
Published: Linköpings universitet, Institutionen för systemteknik 2005
Subjects:
EKF
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-5190