Sampling-based algorithm for filtering using Markov chain approximations

In this paper, the filtering problem for a large class of continuous-time, continuous-state stochastic dynamical systems is considered. Inspired by recent advances in asymptotically-optimal sampling-based motion planning algorithms, such as the PRM* and the RRT*, an incremental sampling-based algori...

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Bibliographic Details
Main Authors: Karaman, Sertac, Frazzoli, Emilio, Chaudhari, Pratik Anil
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2013
Online Access:http://hdl.handle.net/1721.1/81471
https://orcid.org/0000-0002-0505-1400
https://orcid.org/0000-0002-2225-7275