DocumentCode
1944501
Title
Evolutionary design of filter bank based on quaternions
Author
Parfieniuk, M. ; Petrovsky, Alexander
Author_Institution
Dept. of Real Time Syst., Bialystok Tech. Univ., Poland
Volume
2
fYear
2003
fDate
1-4 July 2003
Firstpage
275
Abstract
This paper presents novel approach to the design of 4-channel filter bank composed of hypercomplex all-pass filters - a generalization of well known IIR all-passes to quaternion number system. This is uncommon alternative way of doing subband decomposition, but the design of such a system is difficult. Genetic algorithm was adopted to solve this hard numerical optimization task. The problem statement, the details of the evolutionary procedure and sample results are shown.
Keywords
IIR filters; all-pass filters; digital filters; genetic algorithms; 4-channel filter bank; IIR all-passes; all-pass filters; evolutionary procedure; genetic algorithm; numerical optimization; quaternions; Digital filters; Digital signal processing; Filter bank; Finite impulse response filter; Genetic algorithms; IIR filters; Optimization methods; Quaternions; Real time systems; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN
0-7803-7946-2
Type
conf
DOI
10.1109/ISSPA.2003.1224867
Filename
1224867
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