Particle Filters for Multiscale Diffusions
ESAIM. Proceedings, Tome 19 (2007), pp. 108-114
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We consider multiscale stochastic systems that are partially observed at discrete points of the slow time scale. We introduce a particle filter that takes advantage of the multiscale structure of the system to efficiently approximate the optimal filter.
Anastasia Papavasiliou. Particle Filters for Multiscale Diffusions. ESAIM. Proceedings, Tome 19 (2007), pp. 108-114. doi: 10.1051/proc:071914
@article{EP_2007_19_a14,
author = {Anastasia Papavasiliou},
title = {Particle {Filters} for {Multiscale} {Diffusions}},
journal = {ESAIM. Proceedings},
pages = {108--114},
year = {2007},
volume = {19},
doi = {10.1051/proc:071914},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/proc:071914/}
}
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