Title :
The Orthonormalized Volume Magnetic Source Model for Discrimination of Unexploded Ordnance
Author :
Shubitidze, Fridon ; Fernandez, Juan Pablo ; Barrowes, Benjamin E. ; Shamatava, Irma ; Bijamov, Alex ; O´Neill, Kevin ; Karkashadze, David
Author_Institution :
Thayer Sch. of Eng., Dartmouth Coll., Hanover, NH, USA
Abstract :
We introduce a fast and accurate numerical technique for the solution of electromagnetic induction sensing problems called the orthonormalized volume magnetic source model. The model assumes that the secondary magnetic field measured by a sensor originates from a set of magnetic dipole sources distributed over a volume that coincides with the interrogated area. The Green functions associated with the responding sources are turned into an orthonormal basis using a generalization of the Gram-Schmidt method, enabling one to determine the sources´ strengths directly from measured data without having to invert large and potentially ill-conditioned matrices. The method treats multitarget cases naturally and robustly. Several examples are presented to illustrate the applicability of the method in the discrimination of unexploded ordnance (UXO). In particular, we analyze data taken by the Time-Domain Electromagnetic Multisensor Towed Array Detection System sensor array at a test stand and during a blind test administered at a UXO live site. The method is highly successful in distinguishing UXO from among other UXO and from accompanying clutter.
Keywords :
Green´s function methods; clutter; electromagnetic devices; electromagnetic induction; explosive detection; magnetic field measurement; magnetic moments; magnetic sensors; matrix algebra; sensor arrays; sensor fusion; time-domain analysis; Gram-Schmidt method; Green functions; TEMTADS sensor array; UXO live site; blind test; clutter; electromagnetic induction sensing problem; ill conditioned matrix; magnetic dipole source distribution; magnetic field measurement; orthonormal basis; orthonormalized volume magnetic source model; source strength determination; time-domain electromagnetic multisensor towed array detection system; unexploded ordnance discrimination; Arrays; Electromagnetic interference; Green´s function methods; Perpendicular magnetic anisotropy; Tensile stress; Vectors; Electromagnetic induction (EMI); Time-Domain Electromagnetic Multisensor Towed Array Detection System (TEMTADS) sensor; inverse problems; unexploded ordnance (UXO);
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2013.2283346