论文标题
离散矢量值的非均匀Gabor框架
Discrete Vector-Valued Nonuniform Gabor Frames
论文作者
论文摘要
Gabor框架对许多数学家和物理学家感兴趣,因为它们在时频分析中的潜在应用,特别是信号处理。 Gabor系统是向量的集合,通过将调制和移动运算符应用于信号空间中的非零函数来获得。在许多应用中,例如,与Gabor系统有关的信号处理,相应的偏移可能不统一。也就是说,与Shifts关联的集合可能不是通常增加的组。我们在离散矢量值的非均匀信号空间中分析了离散矢量值的非均匀Gabor帧(DVNUG框架,简而言之),其中与Shifts相关的索引集可能不是通常添加下的真实数字的子组,而是基于光谱Pairs理论的光谱。首先,我们为在调制窗口序列的傅立叶变换方面,为离散矢量值的非均匀信号空间中的DVNUG BESSEL序列存在提供了必要的条件。我们在离散矢量值的非均匀信号空间中提供了DVNUG帧的表征。结果表明,在与给定离散矢量值的非均匀Gabor系统相关的窗口序列的小扰动下,DVNUG帧是稳定的。我们观察到与给定DVNUG框架的窗口序列相关的算术平均序列统称为离散的非均匀Gabor框架。最后,我们讨论了DVNUG系统的窗口序列及其相应坐标之间的相互作用。
Gabor frames have interested many mathematicians and physicists due to their potential applications in time-frequency analysis, in particular, signal processing. A Gabor system is a collection of vectors which is obtained by applying modulation and shift operators to non-zero functions in signal spaces. In many applications, for example, signal processing related to Gabor systems, the corresponding shifts may not be uniform. That is, the set associated with shifts may not be a group under usual addition. We analyze discrete vector-valued nonuniform Gabor frames (DVNUG frames, in short) in discrete vector-valued nonuniform signal spaces, where the indexing set associated with shifts may not be a subgroup of real numbers under usual addition, but a spectrum which is based on the theory of spectral pairs. First, we give necessary and sufficient conditions for the existence of DVNUG Bessel sequences in discrete vector-valued nonuniform signal spaces in terms of Fourier transformations of the modulated window sequences. We provide a characterization of DVNUG frames in discrete vector-valued nonuniform signal spaces. It is shown that DVNUG frames are stable under small perturbation of window sequences associated with given discrete vector-valued nonuniform Gabor systems. We observed that the arithmetic mean sequences associated with window sequences of a given DVNUG frame collectively constitutes a discrete nonuniform Gabor frame. Finally, we discuss an interplay between window sequences of DVNUG systems and their corresponding coordinates.