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Kalman filtering for enhanced landmine detection using quadrupole resonance

Publication ,  Journal Article
Tan, Y; Tantum, SL; Collins, LM
Published in: IEEE Transactions on Geoscience and Remote Sensing
July 1, 2005

Quadrupole resonance (QR) is a novel technology recently applied to landmine detection. The detection process is specific to the chemistry of the explosive, and therefore is less susceptible to the types of false alarms experienced by metal detectors and ground-penetrating radars. Although QR is vulnerable to radio-frequency interference (RFI) when the sensor is deployed in the field, adaptive RFI mitigation can remove most of the RFI. In this paper, advanced signal processing algorithms applied to the postmitigation signal are studied to enhance explosive detection. A new Kalman filtering strategy is proposed to estimate and detect the QR signal in the postmitigation signal. The results using both simulated data and experimental data show that the proposed algorithm can provide robust landmine detection performance. © 2005 IEEE.

Duke Scholars

Published In

IEEE Transactions on Geoscience and Remote Sensing

DOI

ISSN

0196-2892

Publication Date

July 1, 2005

Volume

43

Issue

7

Start / End Page

1507 / 1516

Related Subject Headings

  • Geological & Geomatics Engineering
  • 40 Engineering
  • 37 Earth sciences
  • 0909 Geomatic Engineering
  • 0906 Electrical and Electronic Engineering
  • 0404 Geophysics
 

Citation

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Tan, Y., Tantum, S. L., & Collins, L. M. (2005). Kalman filtering for enhanced landmine detection using quadrupole resonance. IEEE Transactions on Geoscience and Remote Sensing, 43(7), 1507–1516. https://doi.org/10.1109/TGRS.2005.846863
Tan, Y., S. L. Tantum, and L. M. Collins. “Kalman filtering for enhanced landmine detection using quadrupole resonance.” IEEE Transactions on Geoscience and Remote Sensing 43, no. 7 (July 1, 2005): 1507–16. https://doi.org/10.1109/TGRS.2005.846863.
Tan Y, Tantum SL, Collins LM. Kalman filtering for enhanced landmine detection using quadrupole resonance. IEEE Transactions on Geoscience and Remote Sensing. 2005 Jul 1;43(7):1507–16.
Tan, Y., et al. “Kalman filtering for enhanced landmine detection using quadrupole resonance.” IEEE Transactions on Geoscience and Remote Sensing, vol. 43, no. 7, July 2005, pp. 1507–16. Scopus, doi:10.1109/TGRS.2005.846863.
Tan Y, Tantum SL, Collins LM. Kalman filtering for enhanced landmine detection using quadrupole resonance. IEEE Transactions on Geoscience and Remote Sensing. 2005 Jul 1;43(7):1507–1516.

Published In

IEEE Transactions on Geoscience and Remote Sensing

DOI

ISSN

0196-2892

Publication Date

July 1, 2005

Volume

43

Issue

7

Start / End Page

1507 / 1516

Related Subject Headings

  • Geological & Geomatics Engineering
  • 40 Engineering
  • 37 Earth sciences
  • 0909 Geomatic Engineering
  • 0906 Electrical and Electronic Engineering
  • 0404 Geophysics