Abstract
A general A-P iterative algorithm in a shift-invariant space is presented. We use the algorithm to show reconstruction of signals from weighted samples and also show that the general improved algorithm has better convergence rate than the existing one. An explicit estimate for a guaranteed rate of convergence is given.
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Aldroubi, A.: Non-uniform weighted average sampling and reconstruction in shift-invariant and wavelet spaces. Appl. Comput. Harmon. Anal., 13, 156–161 (2002)
Aldroubi, A., Feichtinger, H.: Exact iterative reconstruction algorithm for multivate irregular sampled functions in spline-like spaces: The L p theory. Proc. Amer. Math. Soc., 126(9), 2677–2686 (1998)
Aldroubi, A., Feichtinger, H. G.: Non-uniform sampling: exact reconstruction from non-uniformly distributed weighted-averages. Wavelet analysis (Hong Kong, 2001), 1–8, Ser. Anal., 1, World Sci. Publishing, River Edge, NJ, 2002
Aldroubi, A., Gröchenig, K.: Beurling-Landau-type theorems for non-uniform sampling in shift invariant spline spaces. J. Fourier Anal. Appl., 6(1) 93–103 (2000)
Aldroubi, A., Sun, Q. Y., Tang, W. S.: Nonuniform average sampling and reconstruction in multiply generated shift-invariant spaces. Constr. Approx., 20(2), 173–189 (2004)
Aldroubi, A., Gröchenig, K.: Non-uniform sampling and reconstruction in shift-invariant spaces. SIAM Rev. 43(4), 585–620 (2001)
Chen, W., Itoh, S., Shiki, J.: On sampling in shift invariant spaces. IEEE Trans. Information Theory, 48(10), 2802–2810 (2002)
Chen, W., Han, B., Jia, R. Q.: Estimate of aliasing error for non-smooth signals prefiltered by quasiprojections into shift-invariant spaces. IEEE Trans. Signal Process, 53(5), 1927–1933 (2005)
Chen, W., Han, B., Jia, R. Q.: On simple oversampled A/D conversion in shift-invariaht spaces. IEEE Trans. Information Theory, 51(2), 648–657 (2005)
Chui, C. K.: Introduction to Wavelets, Academic Press, New York, 1992
Ericsson, S., Grip, N.: An analysis method for sampling in shift-invariant spaces. Int. J. Wavelets Multiresolut. Inf. Process, 3(3), 301–319 (2005)
Feichtinger, H. G.: Generalized amalgams, with applications to Fourier transform. Cana. J. of Math., 42(3), 395–409 (1990)
Goh, S. S., Ong, I. G. H.: Reconstruction of bandlimited signals from irregular samples. Signal. Processing, 46(3), 315–329 (1995)
Gröchenig, K., Schwab, H.: Fast local reconstruction methods for nonuniform sampling in shift-invariant spaces. SIAM J. Matrix Anal. Appl., 24(4), 899–913 (2003)
Jia, R. Q.: Shift-invariant spaces and linear operator equations. Israel Math. J., 103, 259–288 (1998)
Jia, R. Q.: Approximation with scaled shift-invariant spaces by means of quasi-projection operators. J. Approx. Theory, 131(1), 30–46 (2004)
Lei, J. J., Jia, R. Q., Cheney, E. W.: Approximation from shift-invariant spaces by integral operators. SIAM J. Math. Anal., 28(2), 481–498 (1997)
Smale, S., Zhou, D. X.: Shannon sampling and function reconstruction from point values. Bull. Amer. Math. Soc., 41(3), 279–305 (2004)
Smale, S. D., Zhou, X.: Shannon sampling. II. Connections to learning theory. Appl. Comput. Harmon. Anal., 19(3), 285–302 (2005)
Sun, W. C., Zhou, X. W.: Average sampling in spline subspaces. Appl. Math. Letter, 15, 233–237 (2002)
Xian, J., Lin, W.: Sampling and reconstruction in time-warped spaces and their applications. Appl. Math. Comput., 157, 153–173 (2004)
Xian, J., Qiang, X. F.: Non-uniform sampling and reconstruction in weighted multiply generated shiftinvariant spaces. Far. East. J. Math. Sci., 8(3), 281–293 (2003)
Xian, J., Li, S.: Sampling set conditions in weighted multiply generated shift-invariant spaces and their applications. Appl. Comput. Harmon. Anal., 23(2), 171–180 (2007)
Xian, J., Luo, S. P., Li, S.: Weighted sampling and signal reconstruction in spline subspaces. Signal Processing, 86, 331–340 (2006)
Lewitt, R. M.: Alternatives to voxels for image representation in iterative reconstruction algorithm. Phys. Med. Biol., 37, 705–716 (1992)
Han, B.: On dual wavelet tight frames. Appl. Comput. Harmon. Anal., 4, 380–413 (1997)
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This work is supported in part by the National Natural Science Foundation of China (10771190, 10801136), the Mathematical Tianyuan Foundation of China NSF (10526036), China Postdoctoral Science Foundation (20060391063), Natural Science Foundation of Guangdong Province (07300434)
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Xian, J., Li, S. General A-P iterative algorithm in shift-invariant spaces. Acta. Math. Sin.-English Ser. 25, 545–552 (2009). https://doi.org/10.1007/s10114-009-7412-4
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DOI: https://doi.org/10.1007/s10114-009-7412-4