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Characterization of Smoothness of Multivariate Refinable Functions in Sobolev Spaces

Author(s): Rong-Qing Jia
Journal: Trans. Amer. Math. Soc. 351 (1999), 4089-4112.
MSC (1991): Primary 42C15, 39B99, 46E35
Posted: July 1, 1999
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Abstract: Wavelets are generated from refinable functions by using multiresolution analysis. In this paper we investigate the smoothness properties of multivariate refinable functions in Sobolev spaces. We characterize the optimal smoothness of a multivariate refinable function in terms of the spectral radius of the corresponding transition operator restricted to a suitable finite dimensional invariant subspace. Several examples are provided to illustrate the general theory.


References:

1.
C. de Boor, K. Höllig, and S. Riemenschneider, Box Splines, Springer-Verlag, New York, 1993. MR 94k:65004

2.
A. S. Cavaretta, W. Dahmen, and C. A. Micchelli, Stationary Subdivision, Memoirs of Amer. Math. Soc., Volume 93. No. 453, 1991. MR 92h:65017

3.
A. Cohen and I. Daubechies, Non-separable bidimensional wavelet bases, Rev. Math. Iberoamericana 9 (1993), 51-137. MR 94k:42047

4.
A. Cohen and I. Daubechies, A new technique to estimate the regularity of refinable functions, Rev. Math. Iberoamericana 12 (1996), 527-591. MR 97g:42025

5.
S. Dahlke, W. Dahmen, and V. Latour, Smooth refinable functions and wavelets obtained by convolution products, Appl. and Comp. Harmonic Analysis 2 (1995), 68-84. MR 95m:42043

6.
R. A. DeVore and G. G. Lorentz, Constructive Approximation, Springer-Verlag, Berlin, 1993. MR 95f:41001

7.
T. Eirola, Sobolev characterization of solutions of dilation equations, SIAM J. Math. Anal. 23 (1992), 1015-1030. MR 93f:42056

8.
T. N. T. Goodman, C. A. Micchelli, and J. D. Ward, Spectral radius formulas for subdivision operators, in Recent Advances in Wavelet Analysis, L. L. Schumaker and G. Webb (eds.), Academic Press, 1994, pp. 335-360. MR 94m:47076

9.
K. Gröchenig and W. R. Madych, Multiresolution analysis, Haar bases, and self-similar tilings of $\mathbb{R}^{n}$, IEEE Transactions on Information Theory 38 (1992), 556-568. MR 93i:42001

10.
B. Han and R. Q. Jia, Multivariate refinement equations and subdivision schemes, SIAM J. Math. Anal. 29 (1998), 1177-1999. CMP 98:11

11.
T. Hogan, Stability and independence of the shifts of a multivariate refinable function, Approx. Theory VIII, Vol. 2, World Scientific Publishing Co., 1995, pp. 159-166. MR 98g:42053

12.
R. Q. Jia, The Toeplitz theorem and its applications to approximation theory and linear PDE's, Trans. Amer. Math. Soc. 347 (1995), 2585-2594. MR 95i:41014

13.
R. Q. Jia, Subdivision schemes in $L_{p}$ spaces, Advances in Comp. Math. 3 (1995), 309-341. MR 96d:65028

14.
R. Q. Jia, Refinable shift-invariant spaces: from splines to wavelets, in Approximation Theory VIII, Vol. 2, C. K. Chui and L. L. Schumaker (eds.), World Scientific Publishing Co., Inc., 1995, pp. 179-208. CMP 98:01

15.
R. Q. Jia, The subdivision and transition operators associated with a refinement equation, in Advanced Topics in Multivariate Approximation, F. Fontanella, K. Jetter and P.-J. Laurent (eds.), World Scientific Publishing Co., Inc., 1996, pp. 139-154.

16.
R. Q. Jia, Approximation properties of multivariate wavelets, Math. Comp. 67 (1998), 647-665. MR 98g:41020

17.
R. Q. Jia and C. A. Micchelli, On linear independence of integer translates of a finite number of functions, Proc. Edinburgh Math. Soc. 36 (1992), 69-85. MR 94e:41044

18.
R. Q. Jia and C. A. Micchelli, Using the refinement equation for the construction of pre-wavelets V: extensibility of trigonometric polynomials, Computing 48 (1992), 61-72. MR 94a:42049

19.
R. Q. Jia and J. Z. Wang, Stability and linear independence associated with wavelet decompositions, Proc. Amer. Math. Soc. 117 (1993), 1115-1124. MR 93e:42046

20.
W. Lawton, S. L. Lee, and Z. W. Shen, Stability and orthonormality of multivariate refinable functions, SIAM J. Math. Anal. 28 (1997), 999-1014. MR 98d:41027

21.
S. D. Riemenschneider and Z. W. Shen, Multidimensional interpolatory subdivision schemes, SIAM J. Numer. Math. 34 (1997), 2357-2381. CMP 98:04

22.
A. Ron, Smooth refinable functions provide good approximation order, SIAM J. Math. Anal. 28 (1997), 731-748. MR 98g:42057

23.
E. M. Stein, Singular Integrals and Differentiability Properties of Functions, Princeton University Press, Princeton, New Jersey, 1970. MR 44:7280

24.
L. F. Villemoes, Sobolev regularity of wavelets and stability of iterated filter banks, in Wavelet Analysis and Applications, Y. Meyer and S. Roques (eds.), Frontiéres, 1993, pp. 243-251. MR 95c:94003

25.
L. F. Villemoes, Wavelet analysis of refinement equations, SIAM J. Math. Anal. 25 (1994), 1433-1460. MR 96f:39009

26.
L. F. Villemoes, Continuity of nonseparable quincunx wavelets, Appl. and Comp. Harmonic Analysis 1 (1994), 180-187. MR 96c:42074

27.
D. X. Zhou, Stability of refinable functions, multiresolution analysis and Haar bases, SIAM J. Math. Anal. 27 (1996), 891-904. MR 97h:42027


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Additional Information:

Rong-Qing Jia
Affiliation: Department of Mathematical Sciences, University of Alberta, Edmonton, Canada T6G 2G1
Email: jia@xihu.math.ualberta.ca

DOI: 10.1090/S0002-9947-99-02185-6
PII: S 0002-9947(99)02185-6
Keywords: Refinement equations, refinable functions, wavelets, smoothness, regularity, approximation order, Sobolev spaces, Lipschitz spaces, subdivision operators, transition operators
Received by editor(s): June 11, 1996
Received by editor(s) in revised form: April 14, 1997
Posted: July 1, 1999
Additional Notes: Supported in part by NSERC Canada under Grant OGP 121336
Copyright of article: Copyright 1999, American Mathematical Society


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