Title :
Modelling of Direction-dependent Systems using Bilinear Models
Author :
Yap, Timothy Tzen Vun ; Tan, Ai Hui ; Foo, Mathias Fui Lin
Author_Institution :
Multimedia Univ., Cyberjaya
Abstract :
The modelling of first and second order direction-dependent systems using bilinear models is considered, for perturbation using periodic signals. Equivalence between the two systems can be obtained for first order systems under binary perturbation. In most other cases, a close match can be obtained. The relationship between the parameters of a direction-dependent system and those of a bilinear system is investigated.
Keywords :
bilinear systems; mean square error methods; modelling; perturbation techniques; bilinear models; binary perturbation; direction dependent systems; first order systems; nonlinear systems; periodic signals; second order systems; system identification; Electrohydraulics; Frequency; Friction; Mathematical model; Multimedia systems; Neural networks; Nonlinear systems; Signal processing; Switches; Yttrium; Bilinear systems; Direction-dependent systems; Modelling; Nonlinear systems; Perturbation signals; System identification;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location :
Warsaw
Print_ISBN :
1-4244-0588-2
DOI :
10.1109/IMTC.2007.379028
