Design of halfband filters for orthonormal wavelets using ripple-pinning

The design of halfband filters for orthonormal wavelet with a prescribed number of vanishing moment and prescribed ripple amplitudes is described. The technique is an extension of the zero-pinning (ZP) technique and is called ripple-pinning (RP). In ZP, the positions of stopband minima (of a Bernstein polynomial) are specified explicitly and the stopband maxima (position and amplitude) depend implicitly on the minima. In RP, the amplitude of the ripples is explicitly specified and this leads to a set of non-linear (polynomial) equations with the position of both the minima and maxima as unknowns. An iterative algorithm is proposed to solve the equations and design examples will be presented. Two variations of the RP technique, which allow for the transition band sharpness to be explicitly specified, are also presented.

[1]  O. Herrmann Design of nonrecursive digital filters with linear phase , 1970 .

[2]  Mark J. T. Smith,et al.  Exact reconstruction techniques for tree-structured subband coders , 1986, IEEE Trans. Acoust. Speech Signal Process..

[3]  P. Vaidyanathan Multirate Systems And Filter Banks , 1992 .

[4]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[5]  Ali N. Akansu,et al.  A generalized parametric PR-QMF design technique based on Bernstein polynomial approximation , 1993, IEEE Trans. Signal Process..

[6]  O. Rioul,et al.  A Remez exchange algorithm for orthonormal wavelets , 1994 .

[7]  C. Burrus,et al.  Exchange algorithms that complement the Parks-McClellan algorithm for linear-phase FIR filter design , 1997 .

[8]  Harri Ojanen,et al.  Orthonormal Compactly Supported Wavelets with Optimal Sobolev Regularity , 1998, math/9807089.

[9]  Toshinori Yoshikawa,et al.  DESIGN OF ORTHONORMAL WAVELET FILTER BANKS USING THE REMEZ EXCHANGE ALGORITHM , 1998 .

[10]  Robert Bregovic,et al.  Multirate Systems and Filter Banks , 2002 .

[11]  William H. Press,et al.  Numerical recipes in C , 2002 .

[12]  Thierry Blu,et al.  Wavelet theory demystified , 2003, IEEE Trans. Signal Process..

[13]  Thierry Blu,et al.  Mathematical properties of the JPEG2000 wavelet filters , 2003, IEEE Trans. Image Process..

[14]  David B. H. Tay Zero-pinning the Bernstein polynomial: a simple design technique for orthonormal wavelets , 2005, IEEE Signal Processing Letters.

[15]  Aryaz Baradarani,et al.  Design of Halfband Filters for Orthogonal Wavelets via Sum of Squares Decomposition , 2008, IEEE Signal Processing Letters.

[16]  Haixian Wang,et al.  An Efficient Procedure for Removing Random-Valued Impulse Noise in Images , 2008, IEEE Signal Processing Letters.

[17]  Xi Zhang,et al.  Design of FIR Halfband Filters for Orthonormal Wavelets Using Remez Exchange Algorithm , 2009, IEEE Signal Processing Letters.