Publikationer
Three-dimensional subterranean target identification by use of optimization techniques
Redaktör:
- J. A. Kong
Avdelning/ar:
Publiceringsår: 1997
Språk: Engelska
Sidor: 141-164
Publikation/Tidskrift/Serie: Progress In Electromagnetics Research, PIER
Volym: 15
Dokumenttyp: Artikel
Förlag: EMW Publishing
Sammanfattning
The identification of a subterranean metallic ore from scattering experiments, conducted on the surface of the ground or in a bore hole, is a classic geophysical
problem. In general this problem is not well-posed. However, a priori information about the shape of the target provides enough regularization to make the problem numerically stable. The problem is solved by minimizing
the mean-square error between an eleven parameter model, based on the null field approach, and the data. The optimization is done with a Newton technique in which a singular value decomposition of the model Jacobian is
employed. The algorithm is very stable to noise and makes good reconstructions from feasible starting guesses, for realistically noise contaminated data.
problem. In general this problem is not well-posed. However, a priori information about the shape of the target provides enough regularization to make the problem numerically stable. The problem is solved by minimizing
the mean-square error between an eleven parameter model, based on the null field approach, and the data. The optimization is done with a Newton technique in which a singular value decomposition of the model Jacobian is
employed. The algorithm is very stable to noise and makes good reconstructions from feasible starting guesses, for realistically noise contaminated data.
Disputation
Nyckelord
- Technology and Engineering
Övrigt
Published
Yes
- ISSN: 1043-626X

