Approximately dual frames of vector‐valued nonstationary Gabor frames and reconstruction errors
Approximately dual frames of vector‐valued nonstationary Gabor frames and reconstruction errors
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DOI：
10.1002/mma.9476
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发表时间：
2023-07
影响因子：
2.9
通讯作者：
Qiaofang Lian;Minghou You
中科院分区：
文献类型：
--
作者：
Qiaofang Lian;Minghou You
Nonstationary Gabor (NSG) frames for L2(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(ℝ)$$ {L}^2\left(\mathrm{\mathbb{R}}\right) $$ to the space L2(ℝ,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(ℝ,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.
Nonstationary Gabor (NSG) frames for L2(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(ℝ)$$ {L}^2\left(\mathrm{\mathbb{R}}\right) $$ to the space L2(ℝ,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(ℝ,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.