Approximately dual frames of vector-valued nonstationary Gabor frames and reconstruction errors

被引:0
|
作者
Lian, Qiao-Fang [1 ,3 ]
You, Minghou [2 ]
机构
[1] Beijing Jiaotong Univ, Sch Math & Stat, Beijing, Peoples R China
[2] Beijing Univ Technol, Sch Informat & Commun Engn, Beijing, Peoples R China
[3] Beijing Jiaotong Univ, Sch Math & Stat, Beijing 100044, Peoples R China
关键词
adaptive representations; approximately dual frames; nonstationary Gabor frames; reconstruction; vector-valued space;
D O I
10.1002/mma.9476
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Nonstationary Gabor (NSG) frames for L2(Double-struck capital R)$$ {L}<^>2\left(\mathrm{\mathbb{R}}\right) $$ allow for flexible sampling and varying window functions and have found applications in adaptive signal analysis. Recently, the first author of this paper generalized the notion of NSG frames for L2(Double-struck capital R)$$ {L}<^>2\left(\mathrm{\mathbb{R}}\right) $$ to the space L2(Double-struck capital R,DOUBLE-STRUCK CAPITAL CK)$$ {L}<^>2\left(\mathrm{\mathbb{R}},{\mathrm{\mathbb{C}}}<^>K\right) $$ of vector-valued signals and investigated the existence of vector-valued NSG (VVNSG) frames. In this paper, we consider the reconstruction of any functions in L2(Double-struck capital R,DOUBLE-STRUCK CAPITAL CK)$$ {L}<^>2\left(\mathrm{\mathbb{R}},{\mathrm{\mathbb{C}}}<^>K\right) $$ from coefficients obtained from VVNSG frames. We provide different approximately dual frames of VVNSG frames and give the corresponding reconstruction error bounds. In particular, for a special class of VVNSG frames that are related to painless VVNSG frames, we show that the approximately dual frames carry the VVNSG structure, which is very important since there exist fast analysis and reconstruction algorithms for VVNSG frames. We also provide a method to construct the special class of VVNSG Bessel sequences. Finally, a constructive example is given to illustrate the theoretical results.
引用
收藏
页码:16812 / 16839
页数:28
相关论文
共 50 条
  • [21] Nonlinear approximation with nonstationary Gabor frames
    Emil Solsbæk Ottosen
    Morten Nielsen
    Advances in Computational Mathematics, 2018, 44 : 1183 - 1203
  • [22] Nonstationary Gabor frames - Existence and construction
    Doerfler, Monika
    Matusiak, Ewa
    INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2014, 12 (03)
  • [23] Nonlinear approximation with nonstationary Gabor frames
    Ottosen, Emil Solsbaek
    Nielsen, Morten
    ADVANCES IN COMPUTATIONAL MATHEMATICS, 2018, 44 (04) : 1183 - 1203
  • [24] The effect of perturbations of frames on their alternate and approximately dual frames
    Javanshiri, Hossein
    Hajiabootorabi, Mahin
    Mardanbeigi, Mohammad R.
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2022, 45 (04) : 2058 - 2071
  • [25] Theory, implementation and applications of nonstationary Gabor frames
    Balazs, P.
    Doerfler, M.
    Jaillet, F.
    Holighaus, N.
    Velasco, G.
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2011, 236 (06) : 1481 - 1496
  • [26] A Phase Vocoder Based on Nonstationary Gabor Frames
    Ottosen, Emil Solsbaek
    Dorfler, Monika
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2017, 25 (11) : 2199 - 2208
  • [27] B-Spline Approximations of the Gaussian, their Gabor Frame Properties, and Approximately Dual Frames
    Ole Christensen
    Hong Oh Kim
    Rae Young Kim
    Journal of Fourier Analysis and Applications, 2018, 24 : 1119 - 1140
  • [28] B-Spline Approximations of the Gaussian, their Gabor Frame Properties, and Approximately Dual Frames
    Christensen, Ole
    Kim, Hong Oh
    Kim, Rae Young
    JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS, 2018, 24 (04) : 1119 - 1140
  • [29] Approximately dual pairs of wavelet frames
    Benavente, Ana
    Christensen, Ole
    Hasannasab, Marzieh
    Kim, Hong Oh
    Kim, Rae Young
    Kovac, Federico D.
    JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2022, 507 (02)
  • [30] FRAMES AND RIESZ BASES FOR BANACH SPACES, AND BANACH SPACES OF VECTOR-VALUED SEQUENCES
    Cho, Kyugeun
    Kim, Ju Myung
    Lee, Han Ju
    BANACH JOURNAL OF MATHEMATICAL ANALYSIS, 2013, 7 (02): : 172 - 193