Robust detection of stochastic nuclear quadrupole resonance signals

被引:27
|
作者
Division of Engineering, King's College London, Strand WC2R 2LS London, United Kingdom [1 ]
不详 [2 ]
机构
来源
IEEE Trans Signal Process | 2008年 / 9卷 / 4221-4229期
基金
英国工程与自然科学研究理事会;
关键词
Low signal-to-noise ratio - Quadrupolar nucleus - Quadrupole resonance - Robust methods - Signal of interests - Spectral components - Spectroscopic technique - Temperature dependencies;
D O I
10.1109/TSP.2008.923809
中图分类号
学科分类号
摘要
Nuclear quadrupole resonance (NQR) is a solid-state radio frequency (RF) spectroscopic technique, allowing the detection of compounds containing quadrupolar nuclei, a requirement fulfilled by many high explosives and narcotics. The practical use of NQR is restricted by the inherently low signal-to-noise ratio (SNR) of the observed signals, a problem that is further exacerbated by the presence of strong RF interference (RFI). The current literature focuses on the use of conventional, multiple-pulsed NQR (cNQR) to obtain signals. Here, we investigate an alternative method called stochastic NQR (sNQR), having many advantages over cNQR, one of which is the availability of signal-of-interest free samples. In this paper, we exploit these samples forming a matched subspace-type detector and a detector employing a prewhitening approach, both of which are able to efficiently reduce the influence of RFI. Further, many of the ideas already developed for cNQR, including providing robustness to uncertainties in the assumed complex amplitudes and exploiting the temperature dependencies of the NQR spectral components, are recast for sNQR. The presented detectors are evaluated on both simulated and measured trinitro-toluene (TNT) data. © 2008 IEEE.
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