Title :
Nonlinear system identification using deterministic multilevel sequences
Author :
E.M. Eksioglu;A.H. Kayran
Author_Institution :
Dept. of Electr. & Electron. Eng., Istanbul Tech. Univ., Turkey
fDate :
6/24/1905 12:00:00 AM
Abstract :
A new exact method of measuring the Volterra kernels of finite order discrete nonlinear systems is presented. The kernels are rearranged in terms of multivariate cross-products in the vector form. The kernel vectors are recursively determined using a deterministic multilevel sequence at the input of the system. Simulation results are given to illustrate the effectiveness of the proposed method.
Keywords :
"Nonlinear systems","Kernel","Vectors","Delay","Distributed control","Partitioning algorithms","Nonlinear filters","Electric variables measurement","Mathematical model","Linear systems"
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1028246
