DocumentCode :
3615356
Title :
An algorithm for the design of multiplierless two-channel perfect reconstruction orthogonal lattice filter banks
Author :
J. Yli-Kaakinen;T. Saramaki;R. Bregovic
Author_Institution :
Inst. of Signal Process., Tampere Univ. of Technol., Finland
fYear :
2004
fDate :
6/26/1905 12:00:00 AM
Firstpage :
415
Lastpage :
418
Abstract :
This paper describes an algorithm for designing multiplierless two-channel perfect-reconstruction (PR) orthogonal lattice filter banks. The advantage of the lattice implementation is that the PR property is structurally ensured even after quantizing the coefficients into very simple representation forms. The coefficient optimization is performed in three basic stages. First, a simple design scheme is used for generating an initial solution for further optimization. Second, this initial solution is used as a start-up solution for the non-linear optimization algorithm being employed for determining a parameter space of the infinite-precision coefficients including the feasible space where the filter bank meets the given criteria. The third step involves finding the coefficients in this space so that the resulting filter bank meets the given criteria with simple coefficient representation forms. An example taken from the literature illustrates that the proposed algorithm results at least in a good suboptimal finite-precision solution in a fairly short time.
Keywords :
"Algorithm design and analysis","Lattices","Channel bank filters","Filter bank","Signal processing algorithms","Finite impulse response filter","Image reconstruction","Signal processing","Design optimization","Image coding"
Publisher :
ieee
Conference_Titel :
Control, Communications and Signal Processing, 2004. First International Symposium on
Print_ISBN :
0-7803-8379-6
Type :
conf
DOI :
10.1109/ISCCSP.2004.1296317
Filename :
1296317
Link To Document :
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