Title :
A comparative study of non linear system models
Author :
Nabiha, Saidi ; Hassani, Messaoud
Author_Institution :
Ecole Nat. dTngenieur Monastir, Monastir
Abstract :
This paper proposes the design and the acomparative study of two non linear system models, the Volterra model and the RKHS model. The complexity reduction of both models is studied. The normal versions of these models as well as the reduced ones are compared in simulation for different non linearities and on a physical process and the results were successful.
Keywords :
Volterra series; modelling; nonlinear systems; RKHS model; Volterra model; complexity reduction; modeling; nonlinear system models; Extraterrestrial measurements; Hilbert space; Kernel; Linear systems; Linearity; Nonlinear systems; Performance evaluation; Statistical learning; Testing; GOB; RKHS; Volterra; modeling; non linear system;
Conference_Titel :
Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
Conference_Location :
St Julians
Print_ISBN :
978-1-4244-1687-5
Electronic_ISBN :
978-1-4244-1688-2
DOI :
10.1109/ISCCSP.2008.4537261
