Abstract
Recently, Ahn's criteria were proposed for dealing with deterministic external interference with finite energy in two-dimensional (2-D) digital filters. However, these criteria fail for cases where the 2-D filters have stochastic noise. In this letter, we propose a new criterion for overflow oscillation elimination of 2-D digital filters in the Roesser model with Wiener process noise. The criterion guarantees the asymptotic stability as well as a 2-D expected power bound. Thus, it can ascertain the attenuation of the effect of Wiener process noise to a prescribed level. This criterion is also expressed by linear matrix inequality (LMI). A numerical example is provided to show the usefulness of the proposed result.
Original language | English |
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Article number | 6844824 |
Pages (from-to) | 1302-1305 |
Number of pages | 4 |
Journal | IEEE Signal Processing Letters |
Volume | 21 |
Issue number | 10 |
DOIs | |
Publication status | Published - 2014 Oct |
Keywords
- Finite wordlength effect
- Wiener process noise
- linear matrix inequality (LMI)
- two-dimensional (2-D) digital filter
ASJC Scopus subject areas
- Signal Processing
- Electrical and Electronic Engineering
- Applied Mathematics