ASYMPTOTICS OF DAUBECHIES FILTERS, SCALING FUNCTIONS, AND WAVELETS

Authors
Citation
Jh. Shen et G. Strang, ASYMPTOTICS OF DAUBECHIES FILTERS, SCALING FUNCTIONS, AND WAVELETS, Applied and computational harmonic analysis (Print), 5(3), 1998, pp. 312-331
Citations number
11
Categorie Soggetti
Mathematics,Mathematics,"Physycs, Mathematical
ISSN journal
10635203
Volume
5
Issue
3
Year of publication
1998
Pages
312 - 331
Database
ISI
SICI code
1063-5203(1998)5:3<312:AODFSF>2.0.ZU;2-6
Abstract
We study the asymptotic form as p --> infinity of the Daubechies ortho gonal minimum phase filter h(p)[n], scaling function phi(p)(t), and wa velet w(p)(t). Kateb and Lemarie calculated the leading term in the ph ase of the frequency response H-p(omega). The infinite product <(phi)o ver cap>(p)(omega) = Pi H-p(omega/2(k)) leads us to a problem in stati onary phase, for an oscillatory integral with parameter t. The leading terms change form with tau = t/p and we find three regions for phi(p) (tau): (1) An Airy function up to near tau(0): root 42 pi/p Ai(-root 4 2 pi p(2)(tau - tau(0))) + o(p(-1/3)) (2) An oscillating region root 2 /pi pG'(omega(tau))cos [p(G((-1))(omega(tau)) - G(omega(tau))omega(tau )) + pi/4] + o(p(-1/2)) (3) A rapid decay after tau(1): (1/p pi)(1/(ta u - tau(1)))sin[p(G((-1))(pi) - tau pi)] + o(p(-1)) The numbers tau(0) similar or equal to 0.1817 and tau(1) similar or equal to 0.3515 are known constants. The function G and its integral G((-1)) are independe nt of p. Regions 1 and 2 are matched over the interval p(-2/3) much le ss than tau - tau(0) much less than 1. The wavelets have a simpler asy mptotic expression because the Airy wavefront is removed by the highpa ss filter. We also find the asymptotics of the impulse response h(p)[n ] -a different function g(omega) controls the three regions. The diffi culty throughout is to estimate the phase. (C) 1998 Academic Press.