An estimate of the approximation error in the filtering of a discrete jumpprocess

Citation
C. Ceci et al., An estimate of the approximation error in the filtering of a discrete jumpprocess, MATH MOD M, 11(2), 2001, pp. 181-198
Citations number
18
Categorie Soggetti
Mathematics
Journal title
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES
ISSN journal
02182025 → ACNP
Volume
11
Issue
2
Year of publication
2001
Pages
181 - 198
Database
ISI
SICI code
0218-2025(200103)11:2<181:AEOTAE>2.0.ZU;2-F
Abstract
This paper deals with the filtering of a discrete Markov jump process when only the total number of jumps is observed. By using the recursive structur e of the filtering equation, a technique to approximate the filter with a f inite-dimensional filter is presented. An explicit bound for the approximat ion error, both almost surely and in L-1, is given.