Title :
Practical notes on two Volterra filter identification direct methods
Author :
Orcioni, Simone ; Pirani, Massimiliano ; Turchetti, Claudio ; Conti, Massimo
Author_Institution :
Dipt. di Elettronica e Autom., Ancona Univ., Italy
Abstract :
A survey of direct methods for identification of discrete Volterra systems is given. The Lee-Schetzen method and Korenberg´s fast orthogonal algorithm (FOA) are reviewed. These methods are still useful and can be used as reference for other methods. We give practical considerations and suggestions for optimal use of these two methods coming up from the study of statistical simulations up to the third order.
Keywords :
Gaussian noise; Monte Carlo methods; Volterra series; discrete systems; filtering theory; functional equations; identification; optimisation; white noise; FOA; Gaussian white noise; Korenberg fast orthogonal algorithm; Lee-Schetzen method; Monte Carlo simulations; Volterra filter identification; Volterra series; continuous functionals; direct identification methods; direct methods optimal use; discrete Volterra systems; third order statistical simulations; Convergence; Fading; Filters; Flyback transformers; Frequency; Kernel;
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN :
0-7803-7448-7
DOI :
10.1109/ISCAS.2002.1010292
