×

Average sampling in shift invariant subspaces with symmetric averaging functions. (English) Zbl 1029.94009

Summary: We study the reconstruction of functions in shift invariant subspaces from local averages with symmetric averaging functions. We present an average sampling theorem for shift invariant subspaces and give quantitative results on the aliasing error and the truncation error. We show that every square integrable function can be approximated by its average sampling series. As special cases we also obtain new error bounds for regular sampling. Examples are given.

MSC:

94C10 Switching theory, application of Boolean algebra; Boolean functions (MSC2010)
40A30 Convergence and divergence of series and sequences of functions
41A30 Approximation by other special function classes
42A38 Fourier and Fourier-Stieltjes transforms and other transforms of Fourier type
Full Text: DOI

References:

[1] Aldroubi, A., Non-uniform weighted average sampling and reconstruction in shift-invariant and wavelet spaces, Appl. Comput. Harmon. Anal., 13, 151-161 (2002) · Zbl 1016.42022
[2] Aldroubi, A.; Feichtinger, H. G., Exact iterative reconstruction algorithm for multivariate irregularly sampled functions in spline like spaces: the \(L^p\)-theory, Proc. Amer. Math. Soc., 126, 2677-2686 (1998) · Zbl 0906.42017
[3] Aldroubi, A.; Feichtinger, H. G., Exact reconstruction from non-uniformly distributed weighted-averages, (Zhou, D. X., Wavelet Analysis, Twenty Years’ Developments (2002), World Scientific), 1-8 · Zbl 1038.42030
[4] Aldroubi, A.; Gröchenig, K., Beuling-Landau-type theorems for non-uniform sampling in shift invariant spline spaces, J. Fourier Anal. Appl., 6, 93-103 (2000) · Zbl 0964.42020
[5] Aldroubi, A.; Gröchenig, K., Nonuniform sampling and reconstruction in shift-invariant spaces, SIAM Rev., 43, 585-620 (2001) · Zbl 0995.42022
[6] A. Aldroubi, Q. Sun, W.-S. Tang, Non-uniform average sampling and reconstruction in multiply generated shift-invariant spaces, Constr. Approx., submitted for publication; A. Aldroubi, Q. Sun, W.-S. Tang, Non-uniform average sampling and reconstruction in multiply generated shift-invariant spaces, Constr. Approx., submitted for publication
[7] Aldroubi, A.; Unser, M., Families of wavelet transforms in connection with Shannon’s sampling theory and the Gabor transform, (Chui, C. K., Wavelets—A tutorial in Theory and Applications (1992), Academic Press: Academic Press Boston), 509-528 · Zbl 0769.42014
[8] Aldroubi, A.; Unser, M., Sampling procedures in function spaces and asymptotic equivalence with Shannon’s sampling theory, Numer. Funct. Anal. Optim., 15, 1-21 (1994) · Zbl 0794.41024
[9] Benedetto, J. J.; Heil, C.; Walnut, D. F., Differentiation and the Balian-Low theorem, J. Fourier Anal. Appl., 1, 355-402 (1995) · Zbl 0887.42026
[10] Benedetto, J. J.; Walnut, D. F., Gabor frames for \(L^2\) and related spaces, (Benedetto, J. J.; Frazier, M. W., Wavelet: Mathematics and Applications (1994), CRC Press: CRC Press Boca Raton, FL), 97-162 · Zbl 0887.42025
[11] Brown, J. L., On the error in reconstructing a non-bandlimited function by means of the band pass sampling theorem, J. Math. Anal. Appl., 18, 75-84 (1967) · Zbl 0167.47804
[12] Butzer, P. L.; Lei, J., Errors in truncated sampling series with measured sampled values for non-necessarily bandlimited functions, Funct. Approx., 26, 25-39 (1998) · Zbl 0982.94008
[13] Butzer, P. L.; Lei, J., Approximation of signals using measured sampled values and error analysis, Commun. Appl. Anal., 4, 245-255 (2000) · Zbl 1089.94503
[14] Butzer, P. L.; Splettstöber, W.; Stens, R. L., The sampling theorem and linear prediction in signal analysis, Jahresber. Deutsch. Math.-Verein, 90, 1-70 (1988) · Zbl 0633.94002
[15] Chen, W.; Itoh, S.; Shiki, J., Irregular sampling theorems for wavelet subspaces, IEEE Trans. Inform. Theory, 44, 1131-1142 (1998) · Zbl 0912.94008
[16] Chen, W.; Itoh, S., A sampling theorem for shift-invariant subspaces, IEEE Trans. Signal Process., 46, 2822-2824 (1998) · Zbl 0978.94033
[17] Christensen, O., An Introduction to Frames and Riesz Bases (2003), Birkhäuser: Birkhäuser Boston · Zbl 1017.42022
[18] Chui, C. K., An Introduction to Wavelets (1992), Academic Press: Academic Press New York · Zbl 0925.42016
[19] Feichtinger, H. G.; Gröchenig, K., Error analysis in regular and irregular sampling theory, Appl. Anal., 50, 167-189 (1993) · Zbl 0818.42012
[20] Feichtinger, H. G.; Gröchenig, K., Theory and practice of irregular sampling, (Benedetto, J.; Frazier, M., Wavelets, Mathematics and Applications (1994), CRC Press), 305-363 · Zbl 1090.94524
[21] Feichtinger, H. G.; Pandey, S. S., Error estimates for irregular sampling of band-limited functions on a locally compact Abelian group, J. Math. Anal. Appl., 279, 380-397 (2003) · Zbl 1015.43003
[22] Gröchenig, K., Reconstruction algorithms in irregular sampling, Math. Comput., 59, 181-194 (1992) · Zbl 0756.65159
[23] Hardy, G.; Littlewood, J. E.; Pólya, G., Inequalities (1952), Cambridge Univ. Press: Cambridge Univ. Press Cambridge · Zbl 0047.05302
[24] Janssen, A. J.E. M., The Zak transform and sampling theorem for wavelet subspaces, IEEE Trans. Signal Process., 41, 3360-3364 (1993) · Zbl 0841.94011
[25] Jia, R. Q., The Toeplitz theorem and its applications to approximation theory and line PDE’s, Trans. Amer. Math. Soc., 347, 2585-2594 (1995) · Zbl 0823.41009
[26] Liu, Y., Irregular sampling for spline wavelet subspaces, IEEE Trans. Inform. Theory, 42, 623-627 (1996) · Zbl 0852.94003
[27] Liu, Y.; Walter, G., Irregular sampling in wavelet subspaces, J. Fourier Anal. Appl., 2, 181-189 (1995) · Zbl 0886.42025
[28] Mitrinovic, D. S., Analytic Inequalities (1970), Springer-Verlag: Springer-Verlag Berlin · Zbl 0199.38101
[29] Strang, G.; Fix, G., A Fourier analysis of the finite element variational method, (Constructive Aspect of Functional Analysis (1970), Cremonese: Cremonese Rome), 796-830 · Zbl 0278.65116
[30] Sun, W.; Zhou, X., Frames and sampling theorem, Sci. China Ser. A, 41, 606-612 (1998) · Zbl 0959.42021
[31] Sun, W.; Zhou, X., Sampling theorem for multiwavelet subspaces, Chinese Sci. Bull., 44, 1283-1286 (1999) · Zbl 1039.42037
[32] Sun, W.; Zhou, X., Sampling theorem for wavelet subspaces: error estimate and irregular sampling, IEEE Trans. Signal Process., 48, 223-226 (2000) · Zbl 1011.94008
[33] Sun, W.; Zhou, X., Average sampling theorems for shift invariant subspaces, Sci. China Ser. E, 43, 524-530 (2000) · Zbl 1232.94011
[34] Sun, W.; Zhou, X., The convergence of sampling series based on multiresolution analysis, Appl. Math. Lett., 14, 897-901 (2001) · Zbl 1036.94530
[35] Sun, W.; Zhou, X., Average sampling in spline subspaces, Appl. Math. Lett., 15, 233-237 (2002) · Zbl 0998.94518
[36] Sun, W.; Zhou, X., Reconstruction of band-limited functions from local averages, Constr. Approx., 18, 205-222 (2002) · Zbl 1002.42022
[37] Sun, W.; Zhou, X., Reconstruction of band-limited signals from local averages, IEEE Trans. Inform. Theory, 48, 2955-2963 (2002) · Zbl 1062.94538
[38] Sun, W.; Zhou, X., Reconstruction of functions in spline subspaces from local averages, Proc. Amer. Math. Soc., 131, 2561-2571 (2003) · Zbl 1026.94004
[39] Sun, W.; Zhou, X., The aliasing error in recovery of nonbandlimited signals by prefiltering and sampling, Appl. Math. Lett., 16, 949-954 (2003) · Zbl 1044.94519
[40] Unser, M.; Aldroubi, A., A general sampling theory for nonideal acquisition devices, IEEE Trans. Signal Process., 42, 2915-2925 (1994)
[41] Walter, G., A sampling theorem for wavelet subspaces, IEEE Trans. Inform. Theory, 38, 881-884 (1992) · Zbl 0744.42018
[42] Wiley, R. G., Recovery of band-limited signals from unequally spaced samples, IEEE Trans. Comm., 26, 135-137 (1978) · Zbl 0372.94013
[43] Xia, X. G.; Zhang, Z., On sampling theorem, wavelets, and wavelet transforms, IEEE Trans. Signal Process., 41, 2535-3524 (1993) · Zbl 0841.94022
[44] Young, R. M., An Introduction to Non-Harmonic Fourier Series (1980), Academic Press: Academic Press New York · Zbl 0493.42001
[45] Zhou, X.; Sun, W., On the sampling theorem for wavelet subspaces, J. Fourier Anal. Appl., 5, 347-354 (1999) · Zbl 0931.42022
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.