Title :
Time-frequency localisation of Shannon wavelet packets
Author :
Yang, J. ; Shen, L.
Author_Institution :
Sch. of Math. Sci., Peking Univ., China
Abstract :
It is well known that the 2π minimally supported frequency scaling function φα(x) satisfying φˆα(ω)=χ(-α,2π-α)(ω), 0<α<2π, is not time localised. The Shannon wavelet packets φnα(x) are generated from φα(x) via an arbitrary pair of low-pass and high-pass filters (h, g), which are associated with an orthogonal multiresolution analysis. The authors prove that φnα(x) is time localised if α and n satisfy certain conditions. They also show that the decay properties of φnα(x) depend on the multiplicity of the zero ω=π of the symbol m0(ω) of the low-pass filter h.
Keywords :
high-pass filters; information theory; low-pass filters; time-frequency analysis; wavelet transforms; Shannon sampling theorem; Shannon wavelet packets; decay properties; frequency scaling function; high-pass filters; low-pass filters; time-frequency localisation;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:20030873