Title :
The application of genetic algorithms to infinite impulse response adaptive filters
Author :
Flockton, S.J. ; White, M.S.
Author_Institution :
R. Holloway & Bedford Coll., London Univ., Egham, UK
Abstract :
An approach to infinite impulse response (IIR) filtering based on genetic algorithms is detailed. This method addresses some of the difficulties encountered with existing methods of adaptation, providing guaranteed filter stability and the ability to search multimodal error surfaces. Simulation results are presented demonstrating the suitability of this approach to the problem of IIR system identification
Keywords :
adaptive filters; cellular biophysics; digital filters; filtering and prediction theory; IIR filtering; IIR system identification; adaptive IIR filters; filter stability; genetic algorithms; infinite impulse response adaptive filters; multimodal error surfaces;
Conference_Titel :
New Directions in Adaptive Signal Processing, IEE Colloquium on
Conference_Location :
London
