Landmine detection using the discrete spectrum of relaxation frequencies

Several landmine detection techniques using electromagnetic induction (EMI) sensors have been proposed in the past decade. In this paper, we propose a class of detection techniques based on the discrete spectrum of relaxation frequencies (DSRF). Two DSRF detection methods are demonstrated: one using...

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Hauptverfasser: Mu-Hsin Wei, Scott, Waymond R., McClellan, James H.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:Several landmine detection techniques using electromagnetic induction (EMI) sensors have been proposed in the past decade. In this paper, we propose a class of detection techniques based on the discrete spectrum of relaxation frequencies (DSRF). Two DSRF detection methods are demonstrated: one using the support vector machine and one using the k-nearest neighbor method. A soil model is also proposed to identify EMI response from the magnetic properties of the soil. A detection framework is suggested to incorporate the soil model and the classifier. The robustness of landmine detection using the DSRF is demonstrated.
ISSN:2153-6996
2153-7003
DOI:10.1109/IGARSS.2011.6049260