Skip to main content
Log in

Tight frames generated by finite nonabelian groups

  • Original Paper
  • Published:
Numerical Algorithms Aims and scope Submit manuscript

Abstract

Let \(\cal H\) be a Hilbert space of finite dimension d, such as the finite signals 2(d) or a space of multivariate orthogonal polynomials, and n ≥ d. There is a finite number of tight frames of n vectors for \(\cal H\) which can be obtained as the orbit of a single vector under the unitary action of an abelian group G (of symmetries of the frame). Each of these so called harmonic frames or geometrically uniform frames can be obtained from the character table of G in a simple way. These frames are used in signal processing and information theory. For a nonabelian group G there are in general uncountably many inequivalent tight frames of n vectors for \(\cal H\) which can be obtained as such a G-orbit. However, by adding an additional natural symmetry condition (which automatically holds if G is abelian), we obtain a finite class of such frames which can be constructed from the character table of G in a similar fashion to the harmonic frames. This is done by identifying each G-orbit with an element of the group algebra ℂG (via its Gramian), imposing the condition in the group algebra, and then describing the corresponding class of tight frames.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Astola, J.T., Moraga, C., Stanković, R.S.: Fourier Analysis on Finite Groups with Applications in Signal Processing and System Design. Wiley, New Jersey (2005)

    Google Scholar 

  2. Bernardini, R., Kovačević, J.: Designing local orthogonal bases on finite groups II: nonabelian case. J. Fourier Anal. Appl. 6, 207–231 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bölcskei, H., Eldar, Y.C.: Geometrically uniform frames. IEEE Trans. Inf. Theory 49(4), 993–1006 (2003)

    Article  MATH  Google Scholar 

  4. Bukhshtaber, V.M., Ris, E.G.: Rings of continuous functions, symmetric products, and Frobenius algebras. Russ. Math. Surv. 59, 125–145 (2004)

    Article  MathSciNet  Google Scholar 

  5. Chebira, A., Kovačević, J.: Life beyond bases: the advent of frames (part I). IEEE Signal Process. Mag. 24(4), 86–104 (2007)

    Article  Google Scholar 

  6. Davis, P.J.: Circulant Matrices. Wiley, New York (1979)

    MATH  Google Scholar 

  7. Eldar, Y.C., Forney, G.D.: On quantum detection and the square-root measurement. IEEE Trans. Inf. Theory 47, 858–872 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  8. Gabardo, J.-P., Han, D.: The uniqueness of the dual of Weyl-Heisenberg subspace frames. Appl. Comput. Harmon. Anal. 17, 226–240 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  9. Gabardo, J.-P., Han, D.: Balian-Low phenomenon for subspace Gabor frames. J. Math. Phys. 45, 3362–3378 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  10. Han, D., Larson, D.R.: Frames, bases and group representations. Mem. Am. Math. Soc. 147(697), 94 (2000)

    MathSciNet  Google Scholar 

  11. Han, D.: Classification of finite group-frames and super-frames. Can. Math. Bull. 50, 85–96 (2007)

    MATH  Google Scholar 

  12. Isaacs, I.M.: Character Theory of Finite Groups. Corrected reprint of the 1976 original. AMS Chelsea, Providence (2006)

    MATH  Google Scholar 

  13. James, G., Liebeck, M.: Representations and Characters of Groups. Cambridge University Press, Cambridge (1993)

    MATH  Google Scholar 

  14. Johnson, K.W.: Group representation theory via group matrices and group determinants. Book (2008, in preparation)

  15. Ledermann, W.: Introduction to Group Characters. Cambridge University Press, Cambridge (1977)

    MATH  Google Scholar 

  16. Reams, R., Waldron, S.: Isometric tight frames. Electron. J. Linear Algebra 9, 122–128 (2002)

    MathSciNet  MATH  Google Scholar 

  17. Vale, R., Waldron, S.: Tight frames and their symmetries. Constr. Approx. 21, 83–112 (2005)

    MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shayne Waldron.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Vale, R., Waldron, S. Tight frames generated by finite nonabelian groups. Numer Algor 48, 11–27 (2008). https://doi.org/10.1007/s11075-008-9167-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11075-008-9167-x

Keywords

Mathematics Subject Classifications (2000)

Navigation