Skip to main content
Erschienen in:
Buchtitelbild

2020 | OriginalPaper | Buchkapitel

A Survey on the Unconditional Convergence and the Invertibility of Frame Multipliers with Implementation

verfasst von : Diana T. Stoeva, Peter Balazs

Erschienen in: Sampling: Theory and Applications

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The paper presents a survey over frame multipliers and related concepts. In particular, it includes a short motivation of why multipliers are of interest to consider, a review as well as extension of recent results, devoted to the unconditional convergence of multipliers, sufficient and/or necessary conditions for the invertibility of multipliers, and representation of the inverse via Neumann-like series and via multipliers with particular parameters. Multipliers for frames with specific structure, namely Gabor multipliers, are also considered. Some of the results for the representation of the inverse multiplier are implemented in Matlab-codes and the algorithms are described.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat S. T. Ali, J.-P. Antoine, and J.-P. Gazeau. Coherent States, Wavelets and Their Generalization. Theoretical and Mathematical Physics. Springer New York, 2014. Second Expanded Edition. S. T. Ali, J.-P. Antoine, and J.-P. Gazeau. Coherent States, Wavelets and Their Generalization. Theoretical and Mathematical Physics. Springer New York, 2014. Second Expanded Edition.
2.
3.
Zurück zum Zitat P. Balazs. Basic definition and properties of Bessel multipliers. J. Math. Anal. Appl., 325(1):571–585, 2007.MathSciNetCrossRef P. Balazs. Basic definition and properties of Bessel multipliers. J. Math. Anal. Appl., 325(1):571–585, 2007.MathSciNetCrossRef
4.
Zurück zum Zitat P. Balazs. Frames and finite dimensionality: Frame transformation, classification and algorithms. Appl. Math. Sci., 2(41–44):2131–2144, 2008.MathSciNetMATH P. Balazs. Frames and finite dimensionality: Frame transformation, classification and algorithms. Appl. Math. Sci., 2(41–44):2131–2144, 2008.MathSciNetMATH
5.
Zurück zum Zitat P. Balazs. Hilbert-Schmidt operators and frames - classification, best approximation by multipliers and algorithms. International Journal of Wavelets, Multiresolution and Information Processing, 6(2):315–330, March 2008. P. Balazs. Hilbert-Schmidt operators and frames - classification, best approximation by multipliers and algorithms. International Journal of Wavelets, Multiresolution and Information Processing, 6(2):315–330, March 2008.
6.
Zurück zum Zitat P. Balazs, J.-P. Antoine, and A. Grybos. Weighted and controlled frames: Mutual relationship and first numerical properties. Int. J. Wavelets Multiresolut. Inf. Process., 8(1):109–132, 2010.MathSciNetCrossRef P. Balazs, J.-P. Antoine, and A. Grybos. Weighted and controlled frames: Mutual relationship and first numerical properties. Int. J. Wavelets Multiresolut. Inf. Process., 8(1):109–132, 2010.MathSciNetCrossRef
7.
Zurück zum Zitat P. Balazs, D. Bayer, and A. Rahimi. Multipliers for continuous frames in Hilbert spaces. J. Phys. A: Math. Theor., 45(24):244023, 2012. P. Balazs, D. Bayer, and A. Rahimi. Multipliers for continuous frames in Hilbert spaces. J. Phys. A: Math. Theor., 45(24):244023, 2012.
8.
Zurück zum Zitat P. Balazs and K. Gröchenig. A guide to localized frames and applications to Galerkin-like representations of operators. In I. Pesenson, H. Mhaskar, A. Mayeli, Q. T. L. Gia, and D.-X. Zhou, editors, Novel methods in harmonic analysis with applications to numerical analysis and data processing, Applied and Numerical Harmonic Analysis series (ANHA). Birkhauser/Springer, 2017. P. Balazs and K. Gröchenig. A guide to localized frames and applications to Galerkin-like representations of operators. In I. Pesenson, H. Mhaskar, A. Mayeli, Q. T. L. Gia, and D.-X. Zhou, editors, Novel methods in harmonic analysis with applications to numerical analysis and data processing, Applied and Numerical Harmonic Analysis series (ANHA). Birkhauser/Springer, 2017.
9.
Zurück zum Zitat P. Balazs, N. Holighaus, T. Necciari, and D. Stoeva. Frame theory for signal processing in psychoacoustics. In R. Balan, J. J. Benedetto, W. Czaja, and K. Okoudjou, editors, Excursions in Harmonic Analysis Vol. 5,, pages –. Springer, 2017. P. Balazs, N. Holighaus, T. Necciari, and D. Stoeva. Frame theory for signal processing in psychoacoustics. In R. Balan, J. J. Benedetto, W. Czaja, and K. Okoudjou, editors, Excursions in Harmonic Analysis Vol. 5,, pages –. Springer, 2017.
10.
Zurück zum Zitat P. Balazs, B. Laback, G. Eckel, and W. Deutsch. Time-frequency sparsity by removing perceptually irrelevant components using a simple model of simultaneous masking. IEEE Transactions on Audio, Speech, and Language Processing, 18(1):34–49, 2010.CrossRef P. Balazs, B. Laback, G. Eckel, and W. Deutsch. Time-frequency sparsity by removing perceptually irrelevant components using a simple model of simultaneous masking. IEEE Transactions on Audio, Speech, and Language Processing, 18(1):34–49, 2010.CrossRef
11.
Zurück zum Zitat P. Balazs and D. T. Stoeva. Representation of the inverse of a frame multiplier. J. Math. Anal. Appl., 422(2):981–994, 2015.MathSciNetCrossRef P. Balazs and D. T. Stoeva. Representation of the inverse of a frame multiplier. J. Math. Anal. Appl., 422(2):981–994, 2015.MathSciNetCrossRef
12.
Zurück zum Zitat N. K. Bari. Biorthogonal systems and bases in Hilbert space. Uch. Zap. Mosk. Gos. Univ., 148:69–107, 1951.MathSciNet N. K. Bari. Biorthogonal systems and bases in Hilbert space. Uch. Zap. Mosk. Gos. Univ., 148:69–107, 1951.MathSciNet
13.
Zurück zum Zitat J. Benedetto and G. Pfander. Frame expansions for Gabor multipliers. Applied and Computational Harmonic Analysis (ACHA)., 20(1):26–40, Jan. 2006. J. Benedetto and G. Pfander. Frame expansions for Gabor multipliers. Applied and Computational Harmonic Analysis (ACHA)., 20(1):26–40, Jan. 2006.
15.
Zurück zum Zitat P. G. Casazza and O. Christensen. Perturbation of operators and applications to frame theory. J. Fourier Anal. Appl., 3(5):543–557, 1997.MathSciNetCrossRef P. G. Casazza and O. Christensen. Perturbation of operators and applications to frame theory. J. Fourier Anal. Appl., 3(5):543–557, 1997.MathSciNetCrossRef
16.
Zurück zum Zitat P. G. Casazza and G. Kutyniok, editors. Finite frames. Theory and applications. Boston, MA: Birkhäuser, 2013.MATH P. G. Casazza and G. Kutyniok, editors. Finite frames. Theory and applications. Boston, MA: Birkhäuser, 2013.MATH
17.
Zurück zum Zitat O. Christensen. An Introduction to Frames and Riesz Bases. Applied and Numerical Harmonic Analysis. Birkhäuser, Boston, 2016. Second Expanded Edition. O. Christensen. An Introduction to Frames and Riesz Bases. Applied and Numerical Harmonic Analysis. Birkhäuser, Boston, 2016. Second Expanded Edition.
18.
Zurück zum Zitat O. Christensen and R. Laugesen. Approximately dual frames in Hilbert spaces and applications to Gabor frames. Sampl. theory Signal Image Process., 9(1-2):77–89, 2010.MathSciNetMATH O. Christensen and R. Laugesen. Approximately dual frames in Hilbert spaces and applications to Gabor frames. Sampl. theory Signal Image Process., 9(1-2):77–89, 2010.MathSciNetMATH
19.
Zurück zum Zitat J. B. Conway. A Course in Functional Analysis. Graduate Texts in Mathematics. Springer New York, 2. edition, 1990. J. B. Conway. A Course in Functional Analysis. Graduate Texts in Mathematics. Springer New York, 2. edition, 1990.
20.
Zurück zum Zitat N. Cotfas and J.-P. Gazeau. Finite tight frames and some applications. Journal of Physics A: Mathematical and Theoretical, 43(19):193001, 2010. N. Cotfas and J.-P. Gazeau. Finite tight frames and some applications. Journal of Physics A: Mathematical and Theoretical, 43(19):193001, 2010.
21.
Zurück zum Zitat R. J. Duffin and A. C. Schaeffer. A class of nonharmonic Fourier series. Trans. Am. Math. Soc., 72:341–366, 1952.MathSciNetCrossRef R. J. Duffin and A. C. Schaeffer. A class of nonharmonic Fourier series. Trans. Am. Math. Soc., 72:341–366, 1952.MathSciNetCrossRef
22.
Zurück zum Zitat H. G. Feichtinger and K. Nowak. A first survey of Gabor multipliers. Feichtinger, Hans G. (ed.) et al., Advances in Gabor analysis. Basel: Birkhäuser. Applied and Numerical Harmonic Analysis. 99–128 (2003)., 2003. H. G. Feichtinger and K. Nowak. A first survey of Gabor multipliers. Feichtinger, Hans G. (ed.) et al., Advances in Gabor analysis. Basel: Birkhäuser. Applied and Numerical Harmonic Analysis. 99–128 (2003)., 2003.
24.
Zurück zum Zitat J.-P. Gazeau. Coherent states in quantum physics. Wiley, Weinheim, 2009.CrossRef J.-P. Gazeau. Coherent states in quantum physics. Wiley, Weinheim, 2009.CrossRef
25.
Zurück zum Zitat I. Gohberg, S. Goldberg, and M. A. Kaashoek. Basic Classes of Linear Operators. Basel: Birkhäuser, 2003.CrossRef I. Gohberg, S. Goldberg, and M. A. Kaashoek. Basic Classes of Linear Operators. Basel: Birkhäuser, 2003.CrossRef
26.
Zurück zum Zitat K. Gröchenig. Representation and approximation of pseudodifferential operators by sums of Gabor multipliers. Appl. Anal., 90(3-4):385–401, 2010.MathSciNetCrossRef K. Gröchenig. Representation and approximation of pseudodifferential operators by sums of Gabor multipliers. Appl. Anal., 90(3-4):385–401, 2010.MathSciNetCrossRef
27.
Zurück zum Zitat D. Han and D. R. Larson. Frames, Bases and Group Representations. Mem. Amer. Math. Soc., 697:1–94, 2000.MathSciNetMATH D. Han and D. R. Larson. Frames, Bases and Group Representations. Mem. Amer. Math. Soc., 697:1–94, 2000.MathSciNetMATH
28.
Zurück zum Zitat G. Matz and F. Hlawatsch. Linear Time-Frequency filters: On-line algorithms and applications, chapter 6 in ’Application in Time-Frequency Signal Processing’, pages 205–271. Electrical Engineering & Applied Signal Processing Series (Book 10). CRC Press, Boca Raton, 2002. G. Matz and F. Hlawatsch. Linear Time-Frequency filters: On-line algorithms and applications, chapter 6 in ’Application in Time-Frequency Signal Processing’, pages 205–271. Electrical Engineering & Applied Signal Processing Series (Book 10). CRC Press, Boca Raton, 2002.
29.
Zurück zum Zitat T. Necciari, N. Holighaus, P. Balazs, Z. Průša, P. Majdak, and O. Derrien. Audlet filter banks: A versatile analysis/synthesis framework using auditory frequency scales. Applied Sciences, 8(1), 2018. accepted. T. Necciari, N. Holighaus, P. Balazs, Z. Průša, P. Majdak, and O. Derrien. Audlet filter banks: A versatile analysis/synthesis framework using auditory frequency scales. Applied Sciences, 8(1), 2018. accepted.
30.
Zurück zum Zitat T. Necciari, S. Savel, B. Laback, S. Meunier, P. Balazs, R. Kronland-Martinet, and S. Ystad. Auditory time-frequency masking for spectrally and temporally maximally-compact stimuli. PLOS ONE, 2016. T. Necciari, S. Savel, B. Laback, S. Meunier, P. Balazs, R. Kronland-Martinet, and S. Ystad. Auditory time-frequency masking for spectrally and temporally maximally-compact stimuli. PLOS ONE, 2016.
31.
Zurück zum Zitat A. Olivero, B. Torresani, and R. Kronland-Martinet. A class of algorithms for time-frequency multiplier estimation. IEEE Transactions on Audio, Speech, and Language Processing, 21(8):1550–1559, 2013.CrossRef A. Olivero, B. Torresani, and R. Kronland-Martinet. A class of algorithms for time-frequency multiplier estimation. IEEE Transactions on Audio, Speech, and Language Processing, 21(8):1550–1559, 2013.CrossRef
32.
Zurück zum Zitat G. E. Pfander. Gabor frames in finite dimensions. In Finite frames. Theory and applications., pages 193–239. Boston, MA: Birkhäuser, 2013. G. E. Pfander. Gabor frames in finite dimensions. In Finite frames. Theory and applications., pages 193–239. Boston, MA: Birkhäuser, 2013.
33.
Zurück zum Zitat Z. Průša, P. L. Søndergaard, N. Holighaus, C. Wiesmeyr, and P. Balazs. The Large Time-Frequency Analysis Toolbox 2.0. In M. Aramaki, O. Derrien, R. Kronland-Martinet, and S. Ystad, editors, Sound, Music, and Motion, Lecture Notes in Computer Science, pages 419–442. Springer International Publishing, 2014. Z. Průša, P. L. Søndergaard, N. Holighaus, C. Wiesmeyr, and P. Balazs. The Large Time-Frequency Analysis Toolbox 2.0. In M. Aramaki, O. Derrien, R. Kronland-Martinet, and S. Ystad, editors, Sound, Music, and Motion, Lecture Notes in Computer Science, pages 419–442. Springer International Publishing, 2014.
34.
Zurück zum Zitat A. Rahimi. Multipliers of generalized frames in Hilbert spaces. Bulletin of Iranian Mathematical Society, 37(1):63–83, 2011.MathSciNetMATH A. Rahimi. Multipliers of generalized frames in Hilbert spaces. Bulletin of Iranian Mathematical Society, 37(1):63–83, 2011.MathSciNetMATH
35.
Zurück zum Zitat A. Rahimi and P. Balazs. Multipliers for p-Bessel sequences in Banach spaces. Integral Equations Oper. Theory, 68(2):193–205, 2010.MathSciNetCrossRef A. Rahimi and P. Balazs. Multipliers for p-Bessel sequences in Banach spaces. Integral Equations Oper. Theory, 68(2):193–205, 2010.MathSciNetCrossRef
36.
Zurück zum Zitat R. Schatten. Norm Ideals of Completely Continuous Operators. Springer Berlin, 1960.CrossRef R. Schatten. Norm Ideals of Completely Continuous Operators. Springer Berlin, 1960.CrossRef
37.
38.
Zurück zum Zitat P. Soendergaard, B. Torrésani, and P. Balazs. The linear time frequency analysis toolbox. International Journal of Wavelets, Multiresolution and Information Processing, 10(4):1250032, 2012. P. Soendergaard, B. Torrésani, and P. Balazs. The linear time frequency analysis toolbox. International Journal of Wavelets, Multiresolution and Information Processing, 10(4):1250032, 2012.
39.
Zurück zum Zitat P. L. Søndergaard. Efficient Algorithms for the Discrete Gabor Transform with a long FIR window. J. Fourier Anal. Appl., 18(3):456–470, 2012.MathSciNetCrossRef P. L. Søndergaard. Efficient Algorithms for the Discrete Gabor Transform with a long FIR window. J. Fourier Anal. Appl., 18(3):456–470, 2012.MathSciNetCrossRef
40.
Zurück zum Zitat D. T. Stoeva. Characterization of atomic decompositions, Banach frames, Xd-frames, duals and synthesis-pseudo-duals, with application to Hilbert frame theory. arXiv:1108.6282. D. T. Stoeva. Characterization of atomic decompositions, Banach frames, Xd-frames, duals and synthesis-pseudo-duals, with application to Hilbert frame theory. arXiv:1108.6282.
41.
Zurück zum Zitat D. T. Stoeva and P. Balazs. Invertibility of multipliers. Appl. Comput. Harmon. Anal., 33(2):292–299, 2012.MathSciNetCrossRef D. T. Stoeva and P. Balazs. Invertibility of multipliers. Appl. Comput. Harmon. Anal., 33(2):292–299, 2012.MathSciNetCrossRef
42.
Zurück zum Zitat D. T. Stoeva and P. Balazs. Canonical forms of unconditionally convergent multipliers. J. Math. Anal. Appl., 399(1):252–259, 2013.MathSciNetCrossRef D. T. Stoeva and P. Balazs. Canonical forms of unconditionally convergent multipliers. J. Math. Anal. Appl., 399(1):252–259, 2013.MathSciNetCrossRef
43.
Zurück zum Zitat D. T. Stoeva and P. Balazs. Detailed characterization of conditions for the unconditional convergence and invertibility of multipliers. Sampl. Theory Signal Image Process., 12(2-3):87–125, 2013.MathSciNetMATH D. T. Stoeva and P. Balazs. Detailed characterization of conditions for the unconditional convergence and invertibility of multipliers. Sampl. Theory Signal Image Process., 12(2-3):87–125, 2013.MathSciNetMATH
44.
Zurück zum Zitat D. T. Stoeva and P. Balazs. Riesz bases multipliers. In M. Cepedello Boiso, H. Hedenmalm, M. A. Kaashoek, A. Montes-Rodríguez, and S. Treil, editors, Concrete Operators, Spectral Theory, Operators in Harmonic Analysis and Approximation, volume 236 of Operator Theory: Advances and Applications, pages 475–482. Birkhäuser, Springer Basel, 2014. D. T. Stoeva and P. Balazs. Riesz bases multipliers. In M. Cepedello Boiso, H. Hedenmalm, M. A. Kaashoek, A. Montes-Rodríguez, and S. Treil, editors, Concrete Operators, Spectral Theory, Operators in Harmonic Analysis and Approximation, volume 236 of Operator Theory: Advances and Applications, pages 475–482. Birkhäuser, Springer Basel, 2014.
45.
Zurück zum Zitat D. T. Stoeva and P. Balazs. On the dual frame induced by an invertible frame multiplier. Sampling Theory in Signal and Image Processing, 15:119–130, 2016.MathSciNetMATH D. T. Stoeva and P. Balazs. On the dual frame induced by an invertible frame multiplier. Sampling Theory in Signal and Image Processing, 15:119–130, 2016.MathSciNetMATH
46.
Zurück zum Zitat D. T. Stoeva and P. Balazs. Commutative properties of invertible multipliers in relation to representation of their inverses. In Sampling Theory and Applications (SampTA), 2017 International Conference on, pages 288–293. IEEE, 2017. D. T. Stoeva and P. Balazs. Commutative properties of invertible multipliers in relation to representation of their inverses. In Sampling Theory and Applications (SampTA), 2017 International Conference on, pages 288–293. IEEE, 2017.
47.
Zurück zum Zitat T. Strohmer. Numerical algorithms for discrete Gabor expansions. In Gabor analysis and algorithms. Theory and applications, pages 267–294, 453–488. Boston, MA: Birkhäuser, 1998. T. Strohmer. Numerical algorithms for discrete Gabor expansions. In Gabor analysis and algorithms. Theory and applications, pages 267–294, 453–488. Boston, MA: Birkhäuser, 1998.
48.
Zurück zum Zitat D. Wang and G. J. Brown, editors. Computational Auditory Scene Analysis: Principles, Algorithms, and Applications. Wiley-IEEE Press, 2006. D. Wang and G. J. Brown, editors. Computational Auditory Scene Analysis: Principles, Algorithms, and Applications. Wiley-IEEE Press, 2006.
49.
Zurück zum Zitat K. Zhu. Operator Theory In Function Spaces. Marcel Dekker New York, 1990. K. Zhu. Operator Theory In Function Spaces. Marcel Dekker New York, 1990.
Metadaten
Titel
A Survey on the Unconditional Convergence and the Invertibility of Frame Multipliers with Implementation
verfasst von
Diana T. Stoeva
Peter Balazs
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-36291-1_6