Parameterized likelihood ratio method for EMI unexploded ordnance detection

With current signal processing techniques, successful discrimination between UXO (Unexploded Ordnance) and clutter depends on characteristics that are consistent across all examples of an ordnance type. Real UXO, however, exhibit many differences from instance to instance, such as varying degrees of damage sustained, degradation over time, orientation in the ground, and even differences in design. Thus, a given ordnance type, such as 60mm shells, will exhibit a wide range of signal responses, making it difficult to distinguish these items from clutter unless these fundamental differences are taken into account using appropriate mathematics. This paper will examine optimal methods of using frequency-domain analysis of wideband electromagnetic induction (EMI) for detection.

[1]  Yacine Dalichaouch,et al.  On the wideband EMI response of a rotationally symmetric permeable and conducting target , 2001, IEEE Trans. Geosci. Remote. Sens..

[2]  Lawrence Carin,et al.  Wave-based matching-pursuits detection of submerged elastic targets , 1998 .

[3]  P. Gader,et al.  Neural Versus Heuristic Development of Choquet Fuzzy Integral Fusion Algorithms for Land Mine Detection , 2000 .

[4]  Anil K. Jain,et al.  Algorithms for Clustering Data , 1988 .

[5]  James R. McDonald,et al.  Multisensor towed array detection system for UXO detection , 2001, IEEE Trans. Geosci. Remote. Sens..

[6]  Leslie M. Collins,et al.  Classification of landmine-like metal targets using wideband electromagnetic induction , 2000, IEEE Trans. Geosci. Remote. Sens..

[7]  L. Carin,et al.  Ultra-wideband synthetic aperture radar for mine field detection , 1998, Ultra- Wideband Short-Pulse Electromagnetics 4 (IEEE Cat. No.98EX112).

[8]  Thomas H. Bell,et al.  Electromagnetic induction spectroscopy for clearing landmines , 2001, IEEE Trans. Geosci. Remote. Sens..

[9]  C. Balanis Advanced Engineering Electromagnetics , 1989 .

[10]  Thomas H. Bell,et al.  Simple phenomenological models for wideband frequency-domain electromagnetic induction , 2001, IEEE Trans. Geosci. Remote. Sens..

[11]  Leslie M. Collins,et al.  A comparison of algorithms for subsurface target detection and identification using time-domain electromagnetic induction data , 2001, IEEE Trans. Geosci. Remote. Sens..

[12]  Lawrence Carin,et al.  Matching pursuits with a wave-based dictionary , 1997, IEEE Trans. Signal Process..

[13]  Erol Gelenbe,et al.  Optimal linear combination of order statistics filters and their relationship to the Delta-operator , 1999, Defense, Security, and Sensing.

[14]  Leslie M. Collins,et al.  A comparison of the performance of statistical and fuzzy algorithms for unexploded ordnance detection , 2001, IEEE Trans. Fuzzy Syst..

[15]  R. A. McGill,et al.  Probabilistic Neural Networks for Chemical Sensor Array Pattern Recognition: Comparison Studies, Improvements and Automated Outlier Rejection , 1998 .