Title :
Overflow Oscillation Elimination of 2-D Digital Filters in the Roesser Model with Wiener Process Noise
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
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.
Keywords :
digital filters; linear matrix inequalities; oscillations; stochastic processes; 2D digital filters; LMI; Roesser model; Wiener process noise; deterministic external interference; linear matrix inequality; overflow oscillation elimination; stochastic noise; Asymptotic stability; Integrated circuit modeling; Interference; Noise; Oscillators; Stability criteria; Finite wordlength effect; Wiener process noise; linear matrix inequality (LMI); two-dimensional (2-D) digital filter;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2014.2333532