| Abstract and Applied Analysis | |
| Discrete Subspace Multiwindow Gabor Frames and Their Duals | |
| Research Article | |
| Yan Zhang1  Yun-Zhang Li1  | |
| [1] College of Applied Sciences, Beijing University of Technology, Beijing 100124, China, bjut.edu.cn | |
| Others : 1296813 DOI : 10.1155/2013/357242 |
|
| received in 2013-03-02, accepted in 2013-05-07, 发布年份 2013 | |
PDF
|
|
【 摘 要 】
This paper addresses discrete subspace multiwindow Gabor analysis. Such a scenario can model many practical signals and has potential applications in signal processing. In this paper, using a suitable Zak transform matrix we characterize discrete subspace mixed multi-window Gabor frames (Riesz bases and orthonormal bases) and their duals with Gabor structure. From this characterization, we can easily obtain frames by designing Zak transform matrices. In particular, for usual multi-window Gabor frames (i.e., all windows have the same time-frequency shifts), we characterize the uniqueness of Gabor dual of type I (type II) and also give a class of examples of Gabor frames and an explicit expression of their Gabor duals of type I (type II).
【 授权许可】
CC BY
Copyright © 2013 Yun-Zhang Li and Yan Zhang. 2013
【 预 览 】
| Files | Size | Format | View |
|---|---|---|---|
| 357242.pdf | 699KB |
【 参考文献 】
- [1]O. Christensen. (2003). An Introduction to Frames and Riesz Bases:xxii+440. DOI: 10.1007/s11425-011-4206-9.
- [2]H. G. Feichtinger, T. Strohmer. (1998). Gabor Analysis and Algorithms: Theory and applications:xvi+496. DOI: 10.1007/s11425-011-4206-9.
- [3]H. G. Feichtinger, T. Strohmer. (2003). Advances in Gabor analysis:xx+356. DOI: 10.1007/s11425-011-4206-9.
- [4]R. M. Young. (1980). An Introduction to Nonharmonic Fourier Series.93:x+246. DOI: 10.1007/s11425-011-4206-9.
- [5]Y.-Z. Li, Q.-F. Lian. (2011). Multi-window Gabor frames and oblique Gabor duals on discrete periodic sets. Science China Mathematics.54(5):987-1010. DOI: 10.1007/s11425-011-4206-9.
- [6]Q.-F. Lian, Y.-Z. Li. (2009). The duals of Gabor frames on discrete periodic sets. Journal of Mathematical Physics.50(1, article 013534):22. DOI: 10.1007/s11425-011-4206-9.
- [7]M. A. Akinlar, J.-P. Gabardo. (2008). Oblique duals associated with rational subspace Gabor frames. Journal of Integral Equations and Applications.20(3):283-309. DOI: 10.1007/s11425-011-4206-9.
- [8]J.-P. Gabardo, D. Han. (2004). Balian-Low phenomenon for subspace Gabor frames. Journal of Mathematical Physics.45(8):3362-3378. DOI: 10.1007/s11425-011-4206-9.
- [9]K. Gröchenig. (2001). Foundations of Time-Frequency Analysis:xvi+359. DOI: 10.1007/s11425-011-4206-9.
- [10]C. Heil. (2007). History and evolution of the density theorem for Gabor frames. The Journal of Fourier Analysis and Applications.13(2):113-166. DOI: 10.1007/s11425-011-4206-9.
- [11]M. Zibulski, Y. Y. Zeevi. (1997). Analysis of multiwindow Gabor-type schemes by frame methods. Applied and Computational Harmonic Analysis.4(2):188-221. DOI: 10.1007/s11425-011-4206-9.
- [12]H. G. Feichtinger, D. M. Onchiş. (2010). Constructive reconstruction from irregular sampling in multi-window spline-type spaces. Progress in Analysis and Its Applications:257-265. DOI: 10.1007/s11425-011-4206-9.
- [13]H. G. Feichtinger, D. M. Onchis. (2010). Constructive realization of dual systems for generators of multi-window spline-type spaces. Journal of Computational and Applied Mathematics.234(12):3467-3479. DOI: 10.1007/s11425-011-4206-9.
- [14]F. Jaillet, B. Torrésani. (2007). Time-frequency jigsaw puzzle: adaptive multiwindow and multilayered Gabor expansions. International Journal of Wavelets, Multiresolution and Information Processing.5(2):293-315. DOI: 10.1007/s11425-011-4206-9.
- [15]S. Li. (1999). Discrete multi-Gabor expansions. IEEE Transactions on Information Theory.45(6):1954-1967. DOI: 10.1007/s11425-011-4206-9.
- [16]Y. Y. Zeevi. (2001). Multiwindow Gabor-type representations and signal representation by partial information. Twentieth Century Harmonic Analysis—A Celebration.33:173-199. DOI: 10.1007/s11425-011-4206-9.
- [17]Y. Y. Zeevi, M. Zibulski, M. Porat. (1998). Multi-window Gabor schemes in signal and image representations. Gabor Analysis and Algorithms:381-407. DOI: 10.1007/s11425-011-4206-9.
- [18]P. G. Casazza, O. Christensen. (2001). Weyl-Heisenberg frames for subspaces of. Proceedings of the American Mathematical Society.129(1):145-154. DOI: 10.1007/s11425-011-4206-9.
- [19]J.-P. Gabardo, D. Han. (2001). Subspace Weyl-Heisenberg frames. The Journal of Fourier Analysis and Applications.7(4):419-433. DOI: 10.1007/s11425-011-4206-9.
- [20]J.-P. Gabardo, D. Han. (2004). The uniqueness of the dual of Weyl-Heisenberg subspace frames. Applied and Computational Harmonic Analysis.17(2):226-240. DOI: 10.1007/s11425-011-4206-9.
- [21]J.-P. Gabardo, Y.-Z. Li. (2009). Density results for Gabor systems associated with periodic subsets of the real line. Journal of Approximation Theory.157(2):172-192. DOI: 10.1007/s11425-011-4206-9.
- [22]Q.-F. Lian, Y.-Z. Li. (2011). Gabor frame sets for subspaces. Advances in Computational Mathematics.34(4):391-411. DOI: 10.1007/s11425-011-4206-9.
- [23]Y. Zhang, Y. -Z. Li. (2013). Rational time-frequency multi-window subspace Gabor frames and their Gabor duals. Science China Mathematics. DOI: 10.1007/s11425-011-4206-9.
- [24]A. J. E. M. Janssen. (1997). From continuous to discrete Weyl-Heisenberg frames through sampling. The Journal of Fourier Analysis and Applications.3(5):583-596. DOI: 10.1007/s11425-011-4206-9.
- [25]R. S. Orr. (1993). Derivation of the finite discrete Gabor transform by periodization and sampling. Signal Processing.34(1):85-97. DOI: 10.1007/s11425-011-4206-9.
- [26]P. L. Søndergaard. (2007). Gabor frames by sampling and periodization. Advances in Computational Mathematics.27(4):355-373. DOI: 10.1007/s11425-011-4206-9.
- [27]C. Heil. (1989). A discrete Zak transform. (MTR-89W00128). DOI: 10.1007/s11425-011-4206-9.
- [28]L. Auslander, I. C. Gertner, R. Tolimieri. (1991). The discrete Zak transform application to time-frequency analysis and synthesis of nonstationary signals. IEEE Transactions on Signal Processing.39(4):825-835. DOI: 10.1007/s11425-011-4206-9.
- [29]H. Bölcskei, F. Hlawatsch. (1997). Discrete zak transforms, polyphase transforms, and applications. IEEE Transactions on Signal Processing.45(4):851-866. DOI: 10.1007/s11425-011-4206-9.
- [30]Z. Cvetković, M. Vetterli. (1998). Tight Weyl-Heisenberg frames in. IEEE Transactions on Signal Processing.46(5):1256-1259. DOI: 10.1007/s11425-011-4206-9.
- [31]B. Hirosaki. (1981). An orthogonally multiplexed QAM system using discrete Fourier transform. IEEE Transactions on Communications Systems.29(7):982-989. DOI: 10.1007/s11425-011-4206-9.
- [32]Q.-F. Lian, Y.-Z. Li. (2012). Gabor families in. Kyoto Journal of Mathematics.52(1):179-204. DOI: 10.1007/s11425-011-4206-9.
- [33]J. M. Morris, Y. Lu. (1994). Discrete Gabor expansion of discrete-time signals in via frame theory. Signal Processing.40(2-3):155-181. DOI: 10.1007/s11425-011-4206-9.
- [34]J. Wexler, S. Raz. (1990). Discrete Gabor expansions. Signal Processing.21(3):207-220. DOI: 10.1007/s11425-011-4206-9.
- [35]Y.-Z. Li, Q.-F. Lian. (2009). Gabor systems on discrete periodic sets. Science in China A.52(8):1639-1660. DOI: 10.1007/s11425-011-4206-9.
- [36]I. Daubechies. (1990). The wavelet transform, time-frequency localization and signal analysis. IEEE Transactions on Information Theory.36(5):961-1005. DOI: 10.1007/s11425-011-4206-9.
PDF