Title :
Chebyshev collocation and Newton-type optimization methods for the inverse problem on nonuniform transmission lines
Author_Institution :
Div. of Electromagn. Theor., Kungliga Tekniska Hogskolan, Stockholm, Sweden
fDate :
5/1/2005 12:00:00 AM
Abstract :
A frequency-domain inverse problem for the nonuniform LCRG transmission line is considered. The parameters of the nonuniform line are interpolated by Chebyshev polynomials, and the Telegraphers equations are solved by a collocation method using the same polynomials. The interpolation coefficients for the unknown parameters are reconstructed by means of Newton-type optimization methods for which the Jacobian matrix has been calculated explicitly. For the reconstruction of one or two parameters, the algorithm is tested on synthetic data, and the necessity to use regularization is discussed. Finally, the algorithm is tested with measured reflection data to reconstruct shunt capacitances with piecewise constant profiles.
Keywords :
Chebyshev approximation; Jacobian matrices; Newton method; frequency-domain analysis; inverse problems; polynomial approximation; transmission line theory; Chebyshev collocation; Chebyshev polynomials; Jacobian matrix; Newton optimization methods; Telegraphers equations; collocation method; frequency-domain inverse problem; interpolation coefficients; nonuniform LCRG transmission line; piecewise constant profiles; shunt capacitances; Chebyshev approximation; Distributed parameter circuits; Equations; Interpolation; Inverse problems; Jacobian matrices; Optimization methods; Polynomials; Testing; Transmission line matrix methods; Collocation; inverse problem; optimization; transmission line;
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
DOI :
10.1109/TMTT.2005.847045