Title
A Model Reduction Method Of 2d Systems
Abstract
A new model reduction method for 2D discrete-time systems via the singular perturbation approach is studied First, the boundary layer method for 2D non-separable Roesser model is newly formulated, and an iterative algorithm to calculate the asymptotic solutions based on reduced-order models is proposed. Second a computation algorithm to solve 2D Lyapunov equations is developed and a criterion for the Lyapunov stability test based on low-order 2D Lyapunov equations is provided. Finally, in ol der to indicate the effectiveness of this method, a design example of 2D IIR digital filters is given.
Year
DOI
Venue
1998
10.1080/00207729808929591
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE
Keywords
Field
DocType
singular perturbation,digital filter,boundary layer,iterative algorithm,lyapunov equation
Lyapunov function,Mathematical optimization,Lyapunov equation,Iterative method,Control theory,Lyapunov stability,Lyapunov optimization,Lyapunov redesign,Singular perturbation,Lyapunov exponent,Mathematics
Journal
Volume
Issue
ISSN
29
9
0020-7721
Citations 
PageRank 
References 
0
0.34
3
Authors
4
Name
Order
Citations
PageRank
Hisashi Kando1156.16
Tatuya Watanabe200.34
Hiroyuki Ukai384.87
Yoshifumi Morita41812.33