Title :
VLSI architectures for lattice structure based orthonormal discrete wavelet transforms
Author :
Denk, Tracy C. ; Parhi, Keshab K.
Author_Institution :
Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA
fDate :
2/1/1997 12:00:00 AM
Abstract :
We present efficient single-rate architectures for the one-dimensional orthonormal discrete wavelet transform (DWT). In the paper we make two contributions. First, we show that architectures that are based on the quadrature mirror filter (QMF) lattice structure require approximately half the number of multipliers and adders than corresponding direct-form structures. Second, we present techniques for mapping the 1-D orthonormal DWT to folded and digit-serial architectures which are based on the QMF lattice structure. For folded architectures, we discuss two techniques for mapping the QMF lattice structure to hardware. For digit-serial architectures, we show that any two-channel subband system can be implemented using digit-serial processing techniques by utilizing the polyphase decomposition. Using this result, we describe an orthonormal DWT architecture which uses the QMF lattice structure and digit-serial processing techniques. The proposed folded and digit-serial QMF lattice structures are attractive choices for implementations of the orthonormal DWT which require low area and low power dissipation
Keywords :
VLSI; digital signal processing chips; quadrature mirror filters; transforms; wavelet transforms; QMF lattice structure; VLSI architectures; adders; digit-serial architectures; folded architectures; lattice structure based DWT; low power dissipation; mapping; multipliers; one-dimensional orthonormal DWT; orthonormal discrete wavelet transforms; polyphase decomposition; quadrature mirror filter; single-rate architectures; two-channel subband system; Computer architecture; Discrete wavelet transforms; Filter bank; Finite impulse response filter; Hardware; Lattices; Mirrors; Power dissipation; Signal processing algorithms; Very large scale integration;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on