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
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;
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
DOI :
10.1109/ISSPA.2003.1224867