Abstract
We present a general approach to derive sampling theorems on locally compact groups from oscillation estimates. We focus on the L 2-stability of the sampling operator by using notions from frame theory. This approach yields particularly simple and transparent reconstruction procedures. We then apply these methods to the discretization of discrete series representations and to Paley–Wiener spaces on stratified Lie groups.
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References
Aldroubi A., Feichtinger H.G.(1998). Exact iterative reconstruction algorithm for multivariate irregularly sampled functions in spline-like spaces: the L p-theory. Proc. Am. Math. Soc. 126, 2677–2686
Ali S.T., Antoine J.-P., Gazeau J.-P.(2000). Coherent States, Wavelets and Their Generalizations. Springer, Berlin Heidelberg New York
Ali S.T., Antoine J.-P., Gazeau J.P., Mueller U.A.(1995). Coherent states and their generalizations: a mathematical overview. Rev. Math. Phys. 7, 1013–1104
Aniello P., Cassinelli G., De Vito E., Levrero A.(1998). Wavelet transforms and discrete frames associated to semidirect products. J. Math. Phys. 39, 3965–3973
Bernier D., Taylor K.(1996). Wavelets from square-integrable representations. SIAM J. Math. Anal. 27, 594–608
Benedetto J.J., Ferreira, P.J.S.G., (eds.): Modern sampling theory. In: Applied and Numerical Harmonic Analysis. Birkhäuser Boston Inc., Boston (2001)
Benedetto, J.J., Zayed, A.I., (eds.): Sampling, wavelets, and tomography. In: Applied and Numerical Harmonic Analysis. Birkhäuser Boston Inc., Boston (2004)
Beurling,A.: Local harmonic analysis with some applications to differential operators. In: Some Recent Advances in the Basic Sciences, vol. 1 (Proceedings Annual Science Conference, Belfer Graduate School Science, Yeshiva University, New York, 1962–1964), pp. 109–125. Belfer Graduate School of Science, Yeshiva University, New York (1966)
Christensen O(2003). An introduction to frames and Riesz bases. Birkhäuser, Boston
Corwin L., Greenleaf F.P.(1989). Representations of Nilpotent Lie Groups and their Applications. Part 1: Basic Theory and Examples. Cambridge University Press, Cambridge
Daubechies I.(1988). The wavelet transform, time-frequency localization and signal analysis. IEEE Trans. Inf. Theory 34, 961–1005
Dooley A.H.(1989). A nonabelian version of the Shannon sampling theorem. Siam. J. Math. Anal. 20, 624–633
Duffin R.J., Schaeffer A.C.(1952). A class of nonharmonic Fourier series. Trans. Am. Math. Soc. 72, 341–366
Feichtinger H.G., Gröchenig K.(1988). A unified approach to atomic decompositions through integrable group representations. Lecture Notes in Math. 1302, 52–73
Feichtinger H.G., Gröchenig K.(1992). Irregular sampling theorems and series expansions of band-limited functions. J. Math. Anal. Appl. 167, 530–556
Feichtinger H.G., Gröchenig K.(1992). Iterative reconstruction of multivariate band-limited functions from irregular sampling values. SIAM J. Math. Anal. 23, 244–261
Feichtinger, H., Pesenson,I.: Recovery of band-limited functions on manifolds by an iterative algorithm. Heil, C. et al. (eds.), Wavelets, Frames and Operator Theory. Contemp Math 345, 137–152 (2004)
Folland G.B.(1975). Subelliptic estimates and function spaces on nilpotent Lie groups. Ark. Mat. 13: 161–207
Folland G.B., Stein E.M.(1982). Hardy Spaces on Homogeneous Groups. Princeton University Press, Princeton
Fornasier M., Rauhut H.(2005). Continuous frames, function spaces, and the discretization problem. J. Fourier Anal. Appl. 11, 245–287
Führ H.(1996). Wavelet frames and admissibility in higher dimensions. J. Math. Phys. 37, 6353–6366
Führ H.(2005). Abstract Harmonic Analysis of Continuous Wavelet Transforms. Springer Lecture Notes in Mathematics 1863. Springer, Berlin Heidelberg New York
Gröchenig K.(1991). Describing functions: atomic decompositions versus frames. Monatsh. Math. 112, 1–42
Kluvánek I.(1965). Sampling theorem in abstract harmonic analysis. Mat. Fyz. Časopis Sloven. Akad. Vied 15, 43–48
Pesenson I. (1998). Sampling of Paley–Wiener functions on stratified groups. J. Fourier Anal. Appl. 4, 271–281
Pesenson I.(2001). Sampling of band-limited vectors. J. Fourier Anal. Appl. 7, 92–100
Pesenson I.(2004). Poincaré-type inequalities and reconstruction of Paley-Wiener functions on manifolds. J. Geom. Anal. 14, 101–121
Seip K.(2004). Interpolation and sampling in spaces of analytic functions. University Lecture Series. vol 33 American Mathematical Society, Providence
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Führ, H., Gröchenig, K. Sampling theorems on locally compact groups from oscillation estimates. Math. Z. 255, 177–194 (2007). https://doi.org/10.1007/s00209-006-0019-x
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DOI: https://doi.org/10.1007/s00209-006-0019-x