A study of biorthogonal multiple vector-valued wavelets

作者:Han Jincang*; Cheng Zhengxing; Chen Qingjiang
来源:Chaos Solitons & Fractals, 2009, 40(4): 1574-1587.
DOI:10.1016/j.chaos.2007.09.037

摘要

The notion of vector-valued multiresolution analysis is introduced and the concept of biorthogonal multiple vector-valued wavelets which are wavelets for vector fields, is introduced. It is proved that, like in the scalar and multiwavelet case, the existence of a pair of biorthogonal multiple vector-valued scaling functions guarantees the existence of a pair of biorthogonal multiple vector-valued wavelet functions. An algorithm for constructing a class of compactly supported biorthogonal multiple vector-valued wavelets is presented. Their properties are investigated by means of operator theory and algebra theory and time-frequency analysis method. Several biorthogonality formulas regarding these wavelet packets are obtained.