Interpolation/Extrapolation of Radar Cross-Section (RCS) Data in the Frequency Domain Using the Cauchy Method

We apply the Cauchy method to interpolate/extrapolate the radar cross-section (RCS) data which is amplitude-only data over a given frequency band. This is accomplished by approximating the amplitude-only data by a ratio of two polynomials, the coefficients of which are calculated by using the total least squares (TLS) implementation of a singular value decomposition (SVD) technique so as to properly estimate the dimension of the null space. By applying the Cauchy method, the power spectrum of an electromagnetic system is represented by a set of symmetric pole and zero pairs in the -plane. Once these coefficients in the numerator and the denominator polynomials in the Cauchy method are computed using the amplitude-only data, the response can be interpolated/extrapolated over other frequencies of interest. Numerical examples are presented to illustrate the applicability of the Cauchy method in interpolating/extrapolating RCS data over a frequency band, including a method of generating the phase response from the amplitude-only data.

[1]  A. Cauchy Oeuvres complètes: SUR LA FORMULE DE LAGRANGE RELATIVE A L'INTERPOLATION , 2009 .

[2]  Raviraj S. Adve,et al.  Generation of accurate broadband information from narrowband data using the cauchy method , 1993 .

[3]  A. W. M. van den Enden,et al.  Discrete Time Signal Processing , 1989 .

[4]  B. J. Hoenders On the solution of the phase retrieval problem , 1975 .

[5]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[6]  C. Brezinski Padé-type approximation and general orthogonal polynomials , 1980 .

[7]  E. K. Miller,et al.  Application of the Cauchy method for extrapolating/interpolating narrowband system responses , 1997 .

[8]  Alan V. Oppenheim,et al.  Discrete-time signal processing (2nd ed.) , 1999 .

[9]  Jie Yang,et al.  Reconstructing a nonminimum phase response from the far-field power pattern of an electromagnetic system , 2005, IEEE Transactions on Antennas and Propagation.

[10]  E. K. Miller,et al.  Accurate computation of wide-band response of electromagnetic systems utilizing narrow-band information , 1991 .

[11]  Harry E. Moses,et al.  Phases of complex functions from the amplitudes of the functions and the amplitudes of the Fourier and Mellin transforms , 1983 .

[12]  E. K. Miller,et al.  Accurate computation of wideband response of electromagnetic systems utilizing narrowband information , 1991 .

[13]  J. G. Walker The Phase Retrieval Problem , 1981 .

[14]  E. H. Newman,et al.  Generation of wide-band data from the method of moments by interpolating the impedance matrix (EM problems) , 1988 .

[15]  Raviraj S. Adve,et al.  The effect of noise in the data on the Cauchy method , 1994 .

[16]  Roger F. Harrington,et al.  Field computation by moment methods , 1968 .