Analytic Sensing: Direct Recovery of Point Sources from Planar Cauchy Boundary Measurements
Inverse problems play an important role in engineering. A problem that often occurs in electromagnetics (e.g. EEG) is the estimation of the locations and strengths of point sources from boundary data. We propose a new technique, for which we coin the term “analytic sensing”. First, generalized measures are obtained by applying Green's theorem to selected functions that are analytic in a given domain and at the same time localized to “sense” the sources. Second, we use the finite-rate-of-innovation framework to determine the locations of the sources. Hence, we construct a polynomial whose roots are the sources' locations. Finally, the strengths of the sources are found by solving a linear system of equations. Preliminary results, using synthetic data, demonstrate the feasibility of the proposed method.
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- URL: http://bigwww.epfl.ch/publications/kandaswamy0701.pdf
- URL: http://bigwww.epfl.ch/publications/kandaswamy0701.ps
Record created on 2015-09-18, modified on 2016-08-09