Convergence of nonstationary cascade algorithms

Citation
Tnt. Goodman et Sl. Lee, Convergence of nonstationary cascade algorithms, NUMER MATH, 84(1), 1999, pp. 1-33
Citations number
42
Categorie Soggetti
Mathematics
Journal title
NUMERISCHE MATHEMATIK
ISSN journal
0029599X → ACNP
Volume
84
Issue
1
Year of publication
1999
Pages
1 - 33
Database
ISI
SICI code
0029-599X(199911)84:1<1:CONCA>2.0.ZU;2-R
Abstract
A nonstationary multiresolution of L-2(R-s) is generated by a sequence of s caling functions phi(k) is an element of L-2(R-s), k is an element of Z. We consider (phi(k)) that is the solution of the nonstationary refinement equ ations phi(k) = /M/ Sigma(j)(h)k+1 (j)phi(k+1) (M. -j), k is an element of Z; where h(k) is finitely supported for each k and M is a dilation matrix. We study various forms of convergence in L2(R-s) Of the corresponding nonst ationary cascade algorithm phi(k,n) = /M/ Sigma(j)(h)k+1 (j)phi(k+1,n-1) (M . -j), as k or n tends to infinity. It is assumed that there is a stationar y refinement equation at oo with filter sequence h and thar Sigma(k) /h(k)( j) - h(j)/ < infinity, The results show that the convergence of the nonstat ionary cascade algorithm is determined by the spectral properties of the tr ansition operator associated with h. Mathematics Subject Classification (19 91): 41A15, 41A30, 42C05, 42C15.