Abstract
Given L, N, M ∈ ℕ and an Nℕ-periodic set \(\mathbb{S}\) in ℤ, let \(l^2 \left( \mathbb{S} \right)\) be the closed subspace of l 2(ℤ) consisting of sequences vanishing outside \(\\mathbb{S}\). For f = {f l : 0 ⩽ l ⩽ L − 1} ⊂ l 2(ℤ), we denote by \(\mathcal{G}\)(f, N, M) the Gabor system generated by f, and by \(\mathcal{L}\)(f, N, M) the closed linear subspace generated by \(\mathcal{G}\)(f, N, M). This paper addresses density results, frame conditions for a Gabor system \(\mathcal{G}\)(g, N, M) in \(l^2 \left( \mathbb{S} \right)\), and Gabor duals of the form \(\mathcal{G}\)(a, N, M) in some \(\mathcal{L}\)(h, N, M) for a frame \(\mathcal{G}\)(g, N, M) in \(l^2 \left( \mathbb{S} \right)\) (so-called oblique duals). We obtain a density theorem for a Gabor system \(\mathcal{G}\)(g, N, M) in \(l^2 \left( \mathbb{S} \right)\), and show that such condition is sufficient for the existence of g = {χ E l : 0 ⩽ l ⩽ L − 1} with \(\mathcal{G}\)(g, N, M) being a tight frame for \(l^2 \left( \mathbb{S} \right)\). We characterize g with \(\mathcal{G}\)(g, N, M) being respectively a frame for \(\mathcal{L}\)(g, N, M) and \(l^2 \left( \mathbb{S} \right)\). Moreover, for given frames \(\mathcal{G}\)(g, N, M) in \(l^2 \left( \mathbb{S} \right)\) and \(\mathcal{G}\)(h, N, M) in \(\mathcal{L}\)(h, N, M), we establish a criterion for the existence of an oblique Gabor dual of g in \(\mathcal{L}\)(h, N, M), study the uniqueness of oblique Gabor dual, and derive an explicit expression of a class of oblique Gabor duals (among which the one with the smallest norm is obtained). Some examples are also provided.
Similar content being viewed by others
References
Akinlar M A, Gabardo J P. Oblique duals associated with rational subspace Gabor frames. J Integral Equation Appl, 2008, 20: 283–309
Auslander L, Gertner I C, Tolimieri R. The discrete Zak transform application to time-frequency analysis and synthesis of nonstationary signals. IEEE Trans Signal Proc, 1991, 39: 825–835
Bölcskei H, Hlawatsch F. Discrete Zak transforms, polyphase transforms and applications. IEEE Trans Signal Proc, 1997, 45: 851–866
Casazza P G, Christensen O. Weyl-Heisenberg frames for subspaces of L 2(ℝ). Proc Amer Math Soc, 2001, 129: 145–154
Christensen O. An Introduction to Frames and Riesz Bases. Boston: Birkhäuser, 2003
Cvetković Z, Vetterli M. Tight Weyl-Heisenberg frames in l 2(ℤ). IEEE Trans Signal Proc, 1998, 46: 1256–1259
Daubechies I. The wavelet transform, time-frequency localization and signal analysis. IEEE Trans Inform Theory, 1990, 36: 961–1005
Daubechies I. Ten Lectures on Wavelets. Philadelphia: Philadelphia Press, 1992
Feichtinger H G, Strohmer T, eds. Gabor Analysis and Algorithms, Theory and Applications. Boston: Birkhäuser, 1998
Feichtinger H G, Strohmer T, eds. Advances in Gabor Analysis. Boston: Birkhäuser, 2002
Gabardo J P, Han D. Subspace Weyl-Heisenberg frames. J Fourier Anal Appl, 2001, 7: 419–433
Gabardo J P, Han D. Aspects of Gabor analysis and operator algebras. In: Advances in Gabor Analysis, Appl Numer Harmon Anal. Boston MA: Birkhäuser Boston, 2003, 129–152
Gabardo J P, Han D. Balian-low phenomenon for subspace Gabor frames. J Math Phys, 2004, 45: 3362–3378
Gabardo J P, Han D. The uniqueness of the dual of Weyl-Heisenberg subspace frames. Appl Comput Harmon Anal, 2004, 17: 226–240
Gabardo J P, Li Y Z. Density results for Gabor systems associated with periodic subsets of the real line. J Approx Theory, 2009, 157: 172–192
Gröchenig K. Foundations of Time-Frequency Analysis. Boston: Birkhäuser, 2001
Heil C. A discrete Zak transform. Technical Report MTR-89W00128, 1989
Heil C. History and evolution of the density theorem for Gabor frames. J Fourier Anal Appl, 2007, 13: 113–166
Li Y Z, Lian Q F. Gabor systems on discrete periodic sets. Sci China Ser A, 2009, 52: 1639–1660
Li Y Z, Lian Q F. Tight Gabor sets on discrete periodic sets. Acta Appl Math, 2009, 107: 105–119
Lian Q F, Li Y Z. The duals of Gabor frames on discrete periodic sets. J Math Phys, 2009, 50: 013534, 22 pp
Morris J M, Lu Y H. Discrete Gabor expansions of discrete-time signals in l2(Z) via frame theory. Signal Process, 1994, 40: 155–181
Orr R S. Derivation of the finite discrete Gabor transform by periodization and sampling. Signal Process, 1993, 34: 85–97
Søndergraard P L. Gabor frame by sampling and periodization. Adv Comput Math, 2007, 27: 355–373
Søndergraard P L. Finite discrete Gabor analysis. PhD Dissertation. Kongens Lyngby: Technical University of Denmark, 2007
Wexler J, Raz S. Discrete Gabor expansions. Signal Process, 1990, 21: 207–221
Young R M. An Introduction to Nonharmonic Fourier Series. New York: Academic Press, 1980
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Li, Y., Lian, Q. Multi-window Gabor frames and oblique Gabor duals on discrete periodic sets. Sci. China Math. 54, 987–1010 (2011). https://doi.org/10.1007/s11425-011-4206-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11425-011-4206-9