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The MUSIC-algorithm and the factorization method in inverse scattering theory for inhomogeneous media

Andreas Kirsch

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We consider the scattering of time-harmonic plane waves by an inhomogeneous medium. The far field patterns u of the scattered waves depend on the index of refraction 1 + q, the frequency, and directions hat x and hat theta of observation and incidence, respectively. The inverse problem which is studied in this paper is to determine the support Ω of q from the knowledge of u (hat x, hat theta) for all hat x, hat theta where the frequency is fixed (and known). Our new approach is based on the far field operator F which is the integral operator with kernel u (hat x, hat theta). It depends on the data only and is therefore known (at least approximately). The MUSIC algorithm in signal processing uses the discrete version of F, i.e. the matrix F = (u (hat x i, hat thetaj)) in Bbb CN×N, and determines the locations of the point scatterers. The key idea in both cases is to factorize F and F in the forms where the operator S and the matrix S are 'more explicit' than F and F, respectively, and T, T are suitable isomorphisms. In a first theoretical result we show that the ranges of S and F# coincide, where F# is some suitable combination of the real and imaginary parts of F. In the finite dimensional case a simple argument from matrix theory yields that the ranges of S and F coincide. Since F# is known from the data we can decide for every function on the unit sphere whether it belongs to the range of S or not. We apply this test to the far field patterns of point sources and arrive at an explicit test whether a point z belongs to Ω or not. We will demonstrate that this method also leads to a fast visualization of the obstacle.


PACS

02.30.Zz Inverse problems

02.10.Yn Matrix theory

02.30.Jr Partial differential equations

02.30.Tb Operator theory

MSC

15A23 Factorization of matrices

35R30 Inverse problems (undetermined coefficients, etc.) for PDE

47G10 Integral operators (See also 45P05)

35J05 Laplace equation, reduced wave equation (Helmholtz), Poisson equation (See also 31Axx, 31Bxx)

Subjects

Mathematical physics

Dates

Issue 4 (01 August 2002)

Received 14 February 2002, in final form 8 May 2002

Published 17 June 2002



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