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Gabor windows supported on \([ - 1, 1]\) and dual windows with small support. (English) Zbl 1251.42005

The Gabor frame is the frame obtained from the translation and modulation of a window function. For the reconstruction of a signal from its samples, the dual frame is needed, which is again the frame of translation and modulation of a window function called the dual window. The smaller the support the better the window for practical applications, but it has some price. For a window function supported on \([-1,1],\) it is known that the compactly supported dual window exists. The authors show that under some extra conditions, the size of the dual window can be reduced by one half. They show that the window of smaller support than previously known exists for the translation parameter \(1\) and the modulation parameter \( b < \frac{2 N}{2N+1}\) for some \( N \in \mathbb N,\) assuming the window function to be a continuous function that has finite number of zeros in \([-1,1]\) such that \(f(x)\neq 0, x\in \left[\frac{N}{b}-N-1,-\frac{N}{b}+N+1\right].\) Under these conditions they show that there exists a continuous dual window supported on [-N, N] if the modulation parameter \(b < \frac{2N}{2N+1}.\) They show that such a window function is optimal in the sense that if \(b=\frac{2N}{2N+1}\) the window function can’t be continuous and if \(b > \frac{2N}{2N+1},\) the dual window doesn’t exist. The results are illustrated with nice examples.

MSC:

42C15 General harmonic expansions, frames
42C20 Other transformations of harmonic type
Full Text: DOI

References:

[1] Bölcskei, H., Janssen, A.J.E.M.: Gabor frames, unimodularity, and window decay. J. Fourier Anal. Appl. 6(3), 255–276 (2000) · Zbl 0960.42008 · doi:10.1007/BF02511155
[2] Christensen, O.: Frames and bases. An Introductory Course. Birkhäuser (2007) · Zbl 1152.42001
[3] Christensen, O.: Pairs of dual Gabor frames with compact support and desired frequency localization. Appl. Comput. Harmon. Anal. 20, 403–410 (2006) · Zbl 1106.42030 · doi:10.1016/j.acha.2005.10.003
[4] Christensen, O., Kim, H.O., Kim, R.Y.: Gabor windows supported on [1, 1] and compactly supported dual windows. Appl. Comput. Harmon. Anal. 28, 89–103 (2010) · Zbl 1177.42029 · doi:10.1016/j.acha.2009.07.004
[5] Christensen, O., Kim, R.Y.: On dual Gabor frame pairs generated by polynomials. J. Fourier Anal. Appl. 16, 1–16 (2010) · Zbl 1210.42048 · doi:10.1007/s00041-009-9074-0
[6] Gröchenig, K.: Foundations of Time-Frequency Analysis. Birkhäuser, Boston (2000) · Zbl 0966.42020
[7] Janssen, A.J.E.M.: The duality condition for Weyl-Heisenberg frames. In: Feichtinger, H.G., Strohmer, T. (eds.) Gabor Analysis: Theory and Applications. Birkhäuser, Boston (1998) · Zbl 0890.42006
[8] Laugesen, R.S.: Gabor dual spline windows. Appl. Comput. Harmon. Anal. 27, 180–194 (2009) · Zbl 1174.42038 · doi:10.1016/j.acha.2009.02.002
[9] Ron, A., Shen, Z.: Frames and stable bases for shift-invariant subspaces of L 2(\(\mathbb{R}\) d ). Can. J. Math. 47(5), 1051–1094 (1995) · Zbl 0838.42016 · doi:10.4153/CJM-1995-056-1
[10] Ron, A., Shen, Z.: Weyl-Heisenberg frames and Riesz bases in L 2(\(\mathbb{R}\) d ). Duke Math. J. 89, 237–282 (1997) · Zbl 0892.42017 · doi:10.1215/S0012-7094-97-08913-4
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