Title :
Identification of Disappeared Volterra Kernels of M-sequence Correlation Method for Nonlinear System
Author :
Nishiyama, Eiji ; Nishijima, Chisako ; Harada, Hiroshi ; Kashiwagi, Hiroshi
Author_Institution :
Dept. of Inf. & Commun. Eng., Kumamoto Nat. Coll. of Technol.
Abstract :
This paper describes a determination method for disappeared Volterra kernel on crosscorrelation function of a nonlinear system by use of a conventional correlation method. In this method, first, we have to search accurate some special higher order kernels on the crosscorrelation function. Second, we resolve the higher kernels to a first order kernels and an approximated coefficient. And the first order kernels and the coefficient reassembled to higher order kernels, and it will be calculated accurate kernel. Lastly, we carried out simulations to confirm of this method
Keywords :
Volterra equations; correlation methods; identification; m-sequences; nonlinear systems; crosscorrelation function; disappeared Volterra kernel identification; m-sequence correlation method; nonlinear system; Convolution; Correlation; Delay; Displays; Educational institutions; Kernel; Nonlinear equations; Nonlinear systems; Paper technology; Polynomials; Crosscorrelation-function; M-sequence; Volterra-kernel; overlapped kernels;
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.315097