Title :
Hilbert transform pairs of biorthogonal wavelet bases
Author :
Yu, Runyi ; Ozkaramanli, Huseyin
Author_Institution :
Dept. of Electr. & Electron. Eng., Eastern Mediterranean Univ., Mersin, Turkey
fDate :
6/1/2006 12:00:00 AM
Abstract :
The forming of Hilbert transform pairs of biorthogonal wavelet bases of two-band filter banks is studied in this paper. We first derive necessary and sufficient conditions on the scaling filters that render two Hilbert transform pairs: one decomposition pair and one reconstruction pair. We show that the Hilbert transform pairs are achieved if and only if the decomposition scaling filter of one filter bank is half-sample delayed from that of the other filter bank; and the reconstruction scaling filter of the former is half-sample advanced from that of the latter. Hilbert transform pairs of wavelet bases are also characterized by equivalent relationships on the wavelet filters and the scaling functions associated with the two filter banks. An illustrative example is provided.
Keywords :
Hilbert transforms; channel bank filters; wavelet transforms; Hilbert transform; biorthogonal wavelet bases; decomposition scaling filter; reconstruction scaling filter; two-band filter banks; Biomedical signal processing; Design methodology; Digital filters; Discrete wavelet transforms; Filter bank; Low pass filters; Propagation delay; Sufficient conditions; Wavelet transforms; Decomposition; Hilbert transform; digital filters; filter banks; reconstruction; wavelets;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2006.874293