PARAMETERIZATION OF ORTHOGONAL WAVELET TRANSFORMS AND THEIR IMPLEMENTATION

Citation
P. Rieder et al., PARAMETERIZATION OF ORTHOGONAL WAVELET TRANSFORMS AND THEIR IMPLEMENTATION, IEEE transactions on circuits and systems. 2, Analog and digital signal processing, 45(2), 1998, pp. 217-226
Citations number
24
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
10577130
Volume
45
Issue
2
Year of publication
1998
Pages
217 - 226
Database
ISI
SICI code
1057-7130(1998)45:2<217:POOWTA>2.0.ZU;2-9
Abstract
In this paper, a method for parameterizing orthogonal wavelet transfor ms is presented, The parameter space is given by the rotation angles o f the orthogonal 2 x 2 rotations used in the lattice filters realizing the stages of the wavelet transform. Different properties of orthogon al wavelet transforms can be expressed in this parameter space. Then, the parameter space is restricted to the set of rotation angles given by simple orthogonal mu-rotations, i.e., the set of rotation angles a( k) = arctan 2(-k) (k is an element of {0, 1, ... , w} where w is the w ord length). An orthogonal mu-rotation is essentially one recursion st ep of the CORDIC algorithm. The wavelet transforms in the reduced para meter space are amenable to a very simple implementation. Only a small number of shift and add operations instead of fully fledged multiplie rs is required.