Title :
On the optimal structure of 2-D digital filters with L2-sensitivity minimization
Author_Institution :
Sch. of EEE, Nanyang Technol. Univ., Singapore, Singapore
Abstract :
An expression is derived for the error variance of transfer function of a Two Dimensional system due to FWL errors, The optimal realization problem is then formulated by minimizing this variance with respect to all possible realizations of the system. This problem is shown to be equivalent to the minimization of a pure L2 norm based sensitivity measure ML2, and can be sieved using any standard minimization algorithm with guaranteed convergence.
Keywords :
minimisation; transfer functions; two-dimensional digital filters; 2D digital filters; FWL errors; L2 norm-based sensitivity measure minimization; L2-sensitivity minimization; ML2 minimization; finite word length; guaranteed convergence; optimal realization problem; optimal structure; standard minimization algorithm; transfer function error variance; two-dimensional system; variance minimization; Algorithm design and analysis; Digital filters; Gold; Minimization; Periodic structures; Sensitivity; Standards;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4