Abstract
This chapter offers a detailed survey on intrinsically localized frames and the corresponding matrix representation of operators. We re-investigate the properties of localized frames and the associated Banach spaces in full detail. We investigate the representation of operators using localized frames in a Galerkin-type scheme. We show how the boundedness and the invertibility of matrices and operators are linked and give some sufficient and necessary conditions for the boundedness of operators between the associated Banach spaces.
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Notes
- 1.
Note that those “frame-related” operators can be defined as possibly unbounded operators for any sequence [6].
References
R.M. Balan, P.G. Casazza, C. Heil, Z. Landau, Density, overcompleteness, and localization of frames I: theory. J. Fourier Anal. Appl. 12 (2), 105–143 (2006)
P. Balazs, Frames and finite dimensionality: frame transformation, classification and algorithms. Appl. Math. Sci. 2 (41–44), 2131–2144 (2008)
P. Balazs, Matrix-representation of operators using frames. Sampl. Theory Signal Image Process. 7 (1), 39–54 (2008)
P. Balazs, G. Rieckh, Oversampling operators: frame representation of operators. Analele Universitatii “Eftimie Murgu” 18 (2), 107–114 (2011)
P. Balazs, G. Rieckh, Redundant representation of operators. arXiv:1612.06130 [math.FA]
P. Balazs, D. Stoeva, J.-P. Antoine, Classification of general sequences by frame-related operators. Sampl. Theory Signal Image Process. 10 (2), 151–170 (2011)
S. Brenner, L. Scott, The Mathematical Theory of Finite Element Methods, 2nd edn. (Springer, New York, 2002)
P.G. Casazza, J.C. Tremain, The Kadison-Singer problem in mathematics and engineering. Proc. Natl. Acad. Sci. USA 103 (7), 2032–2039 (2006)
P. Casazza, O. Christensen, N.J. Kalton, Frames of translates. Collect. Math. 1, 35–54 (2001)
P. Casazza, O. Christensen, D.T. Stoeva, Frame expansions in separable Banach spaces. J. Math. Anal. Appl. 307 (2), 710–723 (2005)
G. Chen, Y. Wei, Y. Xue, The generalized condition numbers of bounded linear operators in Banach spaces J. Aust. Math. Soc. 76, 281–29 (2004)
O. Christensen, Frames and pseudo-inverses. J. Math. Anal. Appl. 195 (2), 401–414 (1995)
O. Christensen, An Introduction to Frames and Riesz Bases (Birkhäuser, Boston, 2003)
O. Christensen, D. Stoeva, p-frames in separable Banach spaces. Adv. Comput. Math. 18 (2–4), 117–126 (2003)
R. Coifman, G. Beylkin, V. Rokhlin, Fast wavelet transforms and numerical algorithms I. Commun. Pure Appl. Math. 44 (2), 141–183 (1991)
J.B. Conway, A Course in Functional Analysis, 2nd edn. Graduate Texts in Mathematics (Springer, New York, 1990)
E. Cordero, K. Gröchenig, Localization of frames II. Appl. Comput. Harmon. Anal. 17, 29–47 (2004)
E. Cordero, F. Nicola, L. Rodino, Sparsity of Gabor representation of Schrödinger propagators. Appl. Comput. Harmon. Anal. 26 (3), 357–370 (2009)
E. Cordero, K. Gröchenig, F. Nicola, L. Rodino, Wiener algebras of Fourier integral operators. J. Math. Pures Appl. (9) 99 (2), 219–233 (2013)
E. Cordero, F. Nicola, L. Rodino, Exponentially sparse representations of Fourier integral operators. Rev. Mat. Iberoam. 31, 461–476 (2015)
E. Cordero, F. Nicola, L. Rodino, Gabor representations of evolution operators. Trans. Am. Math. Soc. 367 (11), 7639–7663 (2015)
L. Crone, A characterization of matrix operator on l 2. Math. Z. 123, 315–317 (1971)
S. Dahlke, M. Fornasier, T. Raasch, Adaptive frame methods for elliptic operator equations. Adv. Comput. Math. 27 (1), 27–63 (2007)
S. Dahlke, T. Raasch, M. Werner, M. Fornasier, R. Stevenson, Adaptive frame methods for elliptic operator equations: the steepest descent approach. IMA J. Numer. Anal. 27 (4), 717–740 (2007)
S. Dahlke, M. Fornasier, K. Gröchenig, Optimal adaptive computations in the Jaffard algebra and localized frames. J. Approx. Theory 162, 153–185 (2010)
W. Dahmen, R. Schneider, Composite wavelet basis for operator equations. Math. Comput. 68, 1533–1567 (1999)
I. Daubechies, Ten Lectures On Wavelets. CBMS-NSF Regional Conference Series in Applied Mathematics (SIAM, Philadelphia, 1992)
M. De Gosson, K. Gröchenig, J.L. Romero, Stability of Gabor frames under small time Hamiltonian evolutions. Lett. Math. Phys. 106 (6), 799–809 (2016)
H.G. Feichtinger, Modulation spaces: looking back and ahead. Sampl. Theory Signal Image Process. 5 (2), 109–140 (2006)
H.G. Feichtinger, K. Gröchenig, Banach spaces related to integrable group representations and their atomic decompositions, I. J. Funct. Anal. 86 (2), 307–340 (1989)
H.G. Feichtinger, K. Gröchenig, Banach spaces related to integrable group representations and their atomic decompositions, II. Monatsh. Math. 108 (2–3), 129–148 (1989)
H.G. Feichtinger, T. Strohmer, Gabor Analysis and Algorithms - Theory and Applications (Birkhäuser, Boston, 1998)
H.G. Feichtinger, H. Führ, I.Z. Pesenson, Geometric space-frequency analysis on manifolds. J. Fourier Anal. Appl. 22 (6), 1294–1355
P. Flandrin, Time-Frequency/Time-Scale Analysis (Academic, San Diego, 1999)
M. Fornasier, K. Gröchenig, Intrinsic localization of frames. Constr. Approx. 22 (3), 395–415 (2005)
M. Fornasier, H. Rauhut, Continuous frames, function spaces, and the discretization problem. J. Fourier Anal. Appl. 11 (3), 245–287 (2005)
M. Frazier, B. Jawerth, A discrete transform and decompositions of distribution spaces. J. Funct. Anal. 93 (1), 34–170 (1990)
L. Gaul, M. Kögler, M. Wagner, Boundary Element Methods for Engineers and Scientists (Springer, New York, 2003)
D. Geller, I. Pesenson, Band-limited localized Parseval frames and Besov spaces on compact homogeneous manifolds. J. Geom. Anal. 21 (2), 334–371 (2011)
I. Gohberg, S. Goldberg, M.A. Kaashoek, Basic Classes of Linear Operators (Birkhäuser, Boston, 2003)
K. Gröchenig, Describing functions: atomic decompositions versus frames. Monatsh. Math. 112 (3), 1–41 (1991)
K. Gröchenig, Foundations of Time-Frequency Analysis (Birkhäuser, Boston, 2001)
K. Gröchenig, Localization of Frames (IOP Publishing, Bristol, 2003), pp. 875–882
K. Gröchenig, Localized frames are finite unions of Riesz sequences. Adv. Comput. Math. 18 (2–4), 149–157 (2003)
K. Gröchenig, Localization of frames, banach frames, and the invertibility of the frame operator. J. Fourier Anal. Appl. 10 (2), 105–132 (2004)
K. Gröchenig, Time-frequency analysis of Sjöstrand’s class. Rev. Mat. Iberoam. 22 (2), 703–724 (2006)
K. Gröchenig, Gabor frames without inequalities. Int. Math. Res. Not. 2007 (23), 21 (2007). ID rnm111
K. Gröchenig, Wiener’s lemma: theme and variations. An introduction to spectral invariance and its applications, in Four Short Courses on Harmonic Analysis. Wavelets, Frames, Time-Frequency Methods, and Applications to Signal and Image Analysis, ed. by B. Forster, P. Massopust, O. Christensen, D. Labate, P. Vandergheynst, G. Weiss, Y. Wiaux, Chapter 5 Applied and Numerical Harmonic Analysis (Birkhäuser, Boston, 2010), pp. 175–234
K. Gröchenig, A. Klotz, Noncommutative approximation: inverse-closed subalgebras and off-diagonal decay of matrices. Constr. Approx. 32, 429–466 (2010)
K. Gröchenig, M. Leinert, Symmetry and inverse-closedness of matrix algebras and symbolic calculus for infinite matrices. Trans. Am. Math. Soc. 358, 2695–2711 (2006)
K. Gröchenig, Z. Rzeszotnik, Banach algebras of pseudodifferential operators and their almost diagonalization. Ann. Inst. Fourier (Grenoble) 58 (7), 2279–2314 (2008)
K. Gröchenig, Z. Rzeszotnik, T. Strohmer, Convergence analysis of the finite section method and Banach algebras of matrices. Integr. Equ. Oper. Theory 67 (2), 183–202 (2010)
K. Gröchenig, J. Ortega Cerdà , J.L. Romero, Deformation of Gabor systems. Adv. Math. 277 (4), 388–425 (2015)
H. Harbrecht, R. Schneider, C. Schwab, Multilevel frames for sparse tensor product spaces. Numer. Math. 110 (2), 199–220 (2008)
C. Kasess, W. Kreuzer, H. Waubke, Deriving correction functions to model the efficiency of noise barriers with complex shapes using boundary element simulations. Appl. Acoust. 102, 88–99 (2016)
G. Köthe, Toplogische lineare Räume. Die Grundlehren der mathematische Wissenschaften. (Springer, Berlin, 1960)
W. Kreuzer, P. Majdak, Z. Chen, Fast multipole boundary element method to calculate head-related transfer functions for a wide frequency range. J. Acoust. Soc. Am. 126 (3), 1280–1290 (2009)
N. Lindholm, Sampling in weighted L p spaces of entire functions in \(\mathbb{C}^{n}\) and estimates of the Bergman kernel. J. Funct. Anal. 182 (2), 390–426 (2001)
D. Luenberger, Linear And Nonlinear Programming (Addison-Wesley, Reading, 1984)
I.J. Maddox, Infinite Matrices of Operators Lecture Notes in Mathematics (Springer, Berlin, 1980)
A. Marcus, D. Spielman, N. Srivastava. Interlacing families II: mixed characteristic polynomials and the Kadison-Singer problem. Ann. Math. 182 (1), 327–350 (2015)
Y. Meyer, Ondelettes et Operateurs I (Hermann, Paris, 1990)
Y. Meyer, Ondelettes et Operateurs II: Operateurs de Calderon-Zygmund. (Wavelets and Operators II: Calderon-Zygmund Operators). Hermann, Editeurs des Sciences et des Arts, 1990.
I. Pesenson, Sampling, splines and frames on compact manifolds. GEM Int. J. Geomath. 6 (1), 43–81 (2015)
G. Rieckh, W. Kreuzer, H. Waubke, P. Balazs, A 2.5D-Fourier-BEM-model for vibrations in a tunnel running through layered anisotropic soil. Eng. Anal. Bound. Elem. 36, 960–967 (2012)
S. Sauter, C. Schwab, Boundary Element Methods. Springer Series in Computational Mathematics (Springer, Heidelberg, 2010)
M. Speckbacher, D. Bayer, S. Dahlke, P. Balazs, The α-modulation transform: admissibility, coorbit theory and frames of compactly supported functions. arXiv:1408.4971 (2014)
R. Stevenson, Adaptive solution of operator equations using wavelet frames. SIAM J. Numer. Anal. 41 (3), 1074–1100 (2003)
Q. Sun, Wiener’s lemma for infinite matrices. Trans. Am. Math. Soc. 359 (7), 3099–3123 (2007) [electronic]
Q. Sun, Local reconstruction for sampling in shift-invariant spaces. Adv. Comput. Math. 32 (3), 335–352 (2010)
T. Ullrich, H. Rauhut, Generalized coorbit space theory and inhomogeneous function spaces of Besov-Lizorkin-Triebel type. J. Funct. Anal. 11, 3299–3362 (2011)
H. Ziegelwanger, P. Majdak, W. Kreuzer, Numerical calculation of head-related transfer functions and sound localization: microphone model and mesh discretization. J. Acoust. Soc. Am. 138 (1), 208–222 (2015)
Acknowledgements
The first author was in part supported by the START project FLAME Y551-N13 of the Austrian Science Fund (FWF) and the DACH project BIOTOP I-1018-N25 of Austrian Science Fund (FWF). The second author acknowledges the support of the FWF-project P 26273-N25. P.B. wishes to thank NuHAG for the hospitality as well as the availability of its webpage. He also thanks Dominik Bayer, Gilles Chardon, Stephan Dahlke, Helmut Harbrecht, Wolfgang Kreuzer, Michael Speckbacher, and Diana Stoeva for related interesting discussions.
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Balazs, P., Gröchenig, K. (2017). A Guide to Localized Frames and Applications to Galerkin-Like Representations of Operators. In: Pesenson, I., Le Gia, Q., Mayeli, A., Mhaskar, H., Zhou, DX. (eds) Frames and Other Bases in Abstract and Function Spaces. Applied and Numerical Harmonic Analysis. Birkhäuser, Cham. https://doi.org/10.1007/978-3-319-55550-8_4
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