DocumentCode
2214697
Title
Discrete Lagrangian method for optimizing the design of multiplierless QMF filter banks
Author
Wah, Benjamin W. ; Shang, Yi ; Wu, Zhe
Author_Institution
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
fYear
1997
fDate
14-16 Jul 1997
Firstpage
529
Lastpage
538
Abstract
In this paper, we present a new discrete Lagrangian optimization method for designing multiplierless QMF (quadrature mirror filter) filter banks. In multiplierless QMF filter banks, filter coefficients are powers-of-two (PO2) where numbers are represented as sums or differences of powers of two (also cabled Canonical Signed Digit-CSD-representation), and multiplications can be carried out as additions, subtractions and shifting. We formulate the design problem as a nonlinear discrete constrained optimization problem, using the reconstruction error as the objective, and other performance metrics as constraints. One of the major advantages of this formulation is that it allows us to search for designs that improve over the best existing designs with respect to all performance metrics, rather than finding designs that trade one performance metric for another. We show that our design method can find designs that improve over Johnston´s benchmark designs using a maximum of three to six ONE bits in each filter coefficient
Keywords
digital filters; optimisation; quadrature mirror filters; canonical signed digit representation; discrete Lagrangian method; multiplierless QMF filter banks; nonlinear discrete constrained optimization problem; performance metrics; quadrature mirror filter filter banks; reconstruction error; Band pass filters; Channel bank filters; Design methodology; Design optimization; Filter bank; Finite impulse response filter; Lagrangian functions; Low pass filters; Measurement; Optimization methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Application-Specific Systems, Architectures and Processors, 1997. Proceedings., IEEE International Conference on
Conference_Location
Zurich
ISSN
2160-0511
Print_ISBN
0-8186-7959-X
Type
conf
DOI
10.1109/ASAP.1997.606858
Filename
606858
Link To Document