Abstract
In this paper, we mainly pay attention to the weighted sampling and reconstruction algorithm in lattice-invariant signal spaces. We give the reconstruction formula in lattice-invariant signal spaces, which is a generalization of former results in shift-invariant signal spaces. That is, we generalize and improve Aldroubi, Gröchenig and Chen’s results, respectively. So we obtain a general reconstruction algorithm in lattice-invariant signal spaces, which the signal spaces is sufficiently large to accommodate a large number of possible models. They are maybe useful for signal processing and communication theory.
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Aldroubi, A., 2002. Non-uniform weighted average sampling and reconstruction in shift-invariant and wavelet spaces.Appl. Comput. Harmon. Anal,13: 156–161.
Aldroubi, A., Feichtinger, H., 1998. Exact iterative reconstruction algorithm for multivate irregular sampled functions in spline-like spaces: TheLp theory.Proc. Amer. Math. Soc.,126(9): 2677–2686.
Aldroubi, A., Feichtinger, H., 2002. Non-uniform Sampling: Exact Reconstruction from Non-uniformly Distributed Weighted-averages.In: Zhou, D.X. (Ed.), Wavelet Analysis: Twenty Years’ Developments. World Science Publishing, River Edge, NJ.
Aldroubi, A., Gröchenig, K., 2000. Beurling-Landau-type theorems for non-uniform sampling in shift invariant spline spaces.J. Fourier. Anal. Appl.,6(1): 93–103.
Aldroubi, A., Gröchenig, K., 2001. Non-uniform sampling and reconstruction in shift-invariant spaces.SIAM Rev.43(4): 585–620.
Bergh, J., Löfström, J., 1976. Interpolation Spaces. An Introduction. Springer-Verlag, Berlin.
Chen, W., Itoh, S., Shiki, J., 2002. On sampling in shift invariant spaces.IEEE Trans. Information Theory,48(10): 2802–2810.
Gröchenig, K., 2004. Localization of frames, Banach frames, and the invertibility of the frame operator.J. Fourier. Anal. Appl.,10(2): 105–132.
Jaffard, S., 1990. Propriétés des matrices “bien localisées” près de leur diagonale et quelques applications.Ann. Inst. H. Poincaré Anal. Non Linéaire,7(5): 461–476.
Lewitt, R.M., 1992. Alternatives to voxels for image representation in iterative reconstruction algorithm.Phys. Med. Biol.,37: 705–716.
Luo, S.P., Lin, W., 2004. Non-uniform sampling in shift-invariant spaces.Appl. Math. J. Chinese Univ. Ser. A,19(1): 62–74 (in Chinese).
Sun, W.C., Zhou, X.W., 2002. Average sampling in spline subspaces.Appl. Math. Letter,15: 233–237.
Xian, J., Qiang, X.F., 2003. Non-uniform sampling and reconstruction in weighted multiply generated shift-invariant spaces.Far. East. J. Math. Sci.,8(3): 281–293.
Xian, J., Lin, W., 2004. Sampling and reconstruction in time-warped spaces and their applications.Appl. Math. Comput.,157: 153–173.
Xian, J., Luo, S.P., Lin, W., 2004. Improved A-P iterative algorithm in spline subspaces.Lecture Notes in Computer Science, 3037: 60–67.
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Jun, X. Reconstruction algorithm in lattice-invariant signal spaces. J Zheijang Univ Sci A 6, 760–763 (2005). https://doi.org/10.1631/jzus.2005.A0760
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DOI: https://doi.org/10.1631/jzus.2005.A0760