A simple method for designing quadrature mirror filter banks via quadratic constrained optimisation

This paper proposes a simple algorithm for the design of a two-channel linear phase quadrature mirror filter (QMF) bank. The design problem is formulated as a quadratic constrained least square minimisation that optimises the performance of a prototype filter (PF) and distortion transfer function of filter bank at quadrature frequency. A new method is developed for the design of a low pass prototype filter for QMF banks. For solving the given optimisation problem, a sequential quadratic programming (SQP) technique is used. Numerical examples and comparisons with several existing methods are included to show the performances and the effectiveness of the proposed method. An application of this method is considered in the area of subband coding of the images.

[1]  Truong Q. Nguyen,et al.  Multicriterion optimized QMF Bank design , 2003, IEEE Trans. Signal Process..

[2]  Mingsian R. Bai,et al.  Multirate synthesis of reverberators using subband filtering , 2009 .

[3]  Brij N. Singh,et al.  Optimal selection of wavelet basis function applied to ECG signal denoising , 2006, Digit. Signal Process..

[4]  Manuel Blanco-Velasco,et al.  Embedded filter bank-based algorithm for ECG compression , 2008, Signal Process..

[5]  Thomas P. Barnwell,et al.  Time-varying filter banks and wavelets , 1994, IEEE Trans. Signal Process..

[6]  Sharath Pankanti,et al.  Filterbank-based fingerprint matching , 2000, IEEE Trans. Image Process..

[7]  Wŏn-yŏng Yang,et al.  Applied Numerical Methods Using MATLAB , 2005 .

[8]  Ivan W. Selesnick,et al.  Gröbner bases and wavelet design , 2004, J. Symb. Comput..

[9]  Sergio L. Netto,et al.  Design of cosine-modulated filter bank prototype filters using the frequency-response masking approach , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[10]  Fernando Cruz-Roldán,et al.  Design of multi-channel near-perfect-reconstruction transmultiplexers using cosine-modulated filter banks , 2003, Signal Process..

[11]  O. P. Sahu,et al.  Marquardt optimization method to design two-channel quadrature mirror filter banks , 2006, Digit. Signal Process..

[12]  James D. Johnston,et al.  A filter family designed for use in quadrature mirror filter banks , 1980, ICASSP.

[13]  Tapio Saramäki,et al.  A general-purpose optimization approach for designing two-channel FIR filterbanks , 2003, IEEE Trans. Signal Process..

[14]  M. Vetterli,et al.  Wavelets, subband coding, and best bases , 1996, Proc. IEEE.

[15]  Min Li,et al.  Norm induced QMF banks design using LMI constraints , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[16]  Annupan Rodtook,et al.  Selection of multiresolution rotationally invariant moments for image recognition , 2009, Math. Comput. Simul..

[17]  M. Vetterli Multi-dimensional sub-band coding: Some theory and algorithms , 1984 .

[18]  Truong Q. Nguyen Digital filter bank design quadratic-constrained formulation , 1995, IEEE Trans. Signal Process..

[19]  Behrouz Farhang-Boroujeny,et al.  Low-Delay Nonuniform Pseudo-QMF Banks With Application to Speech Enhancement , 2007, IEEE Transactions on Signal Processing.

[20]  P. Vaidyanathan,et al.  On the eigenfilter design method and its applications: a tutorial , 2003, IEEE Trans. Circuits Syst. II Express Briefs.

[21]  Jian Huang,et al.  A direct approach to the design of QMF banks via frequency domain optimization , 1998, IEEE Trans. Signal Process..

[22]  W.J. Tompkins,et al.  ECG beat detection using filter banks , 1999, IEEE Transactions on Biomedical Engineering.

[23]  See-May Phoong,et al.  Design of Nonuniform Filter Bank Transceivers for Frequency Selective Channels , 2007, EURASIP J. Adv. Signal Process..

[24]  Yue-Dar Jou Design of two-channel linear-phase quadrature mirror filter banks based on neural networks , 2007, Signal Process..

[25]  Prabir Kumar Biswas,et al.  Cosine-modulated wavelet based texture features for content-based image retrieval , 2004, Pattern Recognit. Lett..

[26]  Tao Wang,et al.  QMF filter bank design by a new global optimization method , 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.