Title :
Identification of one class of distributed parameter systems based on Chebyshev polynomials
Author :
Xiaopeng, Ji ; Long, Ge ; Zhiquan, Wang
Author_Institution :
Coll. of Autom., Nanjing Univ. of Sci. & Technol., Nanjing
Abstract :
In this paper, we studied the identification issue of one class of distributed parameter systems based on the Chebyshev polynomials. The proposed method translates distributed parameter systems into lumped parameter systems by casting state functions into the space spanned by Chebyshev polynomials, and identification can be made with the algorithm of least square parameter estimation. There is no approximation in dealing with boundary conditions, and high accuracy can be achieved by few polynomials. Numerical example is conducted to demonstrate the validity and accuracy of the proposed method.
Keywords :
Chebyshev approximation; boundary-value problems; distributed parameter systems; parameter estimation; polynomials; Chebyshev polynomials; boundary conditions; distributed parameter systems; least square parameter estimation; lumped parameter systems; Boundary conditions; Chebyshev approximation; Differential algebraic equations; Distributed parameter systems; Integral equations; Mathematical model; Parameter estimation; Polynomials; Shape measurement; Space technology; Chebyshev polynomials; Distributed parameter systems; Identification; Orthogonal basis;
Conference_Titel :
Control Conference, 2008. CCC 2008. 27th Chinese
Conference_Location :
Kunming
Print_ISBN :
978-7-900719-70-6
Electronic_ISBN :
978-7-900719-70-6
DOI :
10.1109/CHICC.2008.4605410