Dynamic Modeling of Nonlinear Systems Using Wavelet Networks | Zendy

Wissam Hassouneh | Zendy; Rached Dhaouadi | Zendy; Yousef Al-Assaf | Zendy

AI Assistant Blog Pricing

Home ZAIA Blog

Open Access

Dynamic Modeling of Nonlinear Systems Using Wavelet Networks

Author(s) -

Wissam Hassouneh,

Rached Dhaouadi,

Yousef Al-Assaf

Publication year - 2008

Publication title -

journal of robotics and mechatronics

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.257

H-Index - 19

eISSN - 1883-8049

pISSN - 0915-3942

DOI - 10.20965/jrm.2008.p0178

Subject(s) - servomechanism , wavelet , nonlinear system , computer science , scheme (mathematics) , lifting scheme , function (biology) , wavelet transform , control theory (sociology) , control engineering , artificial intelligence , discrete wavelet transform , engineering , mathematics , control (management) , physics , quantum mechanics , mathematical analysis , evolutionary biology , biology

The purpose of this paper is to present wavelet networks as a new scheme to model nonlinear systems. The capabilities of wavelet networks in function approximation make them appealing for system modeling. The wavelet networks presented are utilized in the dynamic modeling of a nonlinear servomechanism. A new wavelet network scheme is proposed for the identification of the nonlinearity in the servomechanism. Simulation results show the modeling performance of both schemes.

The content you want is available to Zendy users.

Already have an account? Click here to sign in.

Having issues? You can contact us here

Accelerating Research