Examination of Count-starved Gamma Spectra Using the Method of Spectral Comparison Ratios
We discuss the determination of energy bin boundaries and decision metrics for gamma-ray spectra, acquired using a mid-resolution detector, that are useful in the detection of illicit sources at low total counts. The bins are designed to produce the lowest minimum detectable counts (MDC) using a spectral comparison ratio technique at a given false positive rate, for a specified population of benign-source spectra. Spectra from the benign source population consist of observations taken by a detector on a moving vehicle, as would be obtained during a search for a missing or hidden source. Raw counts in bins are transformed into a vector of background-corrected count differences. Bin boundaries are determined to yield large values of a standardized length of this vector for benign-plus-benchmark sources by the application of an optimization technique. The objective function includes penalties for overlap with the spectral features of naturally occurring radioactive materials. We compare estimated MDC values for such bins applied to depleted uranium and barium-133 sources with those based on gross counting, and we examine the effect of nuisance potassium-, radium- and thorium-dominated sources. We demonstrate that, using this methodology, energy bins may be designed for sensitivity to special nuclear materials, improving the likelihood of detection in low-count or masked-source searches.
- Research Organization:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (US)
- Sponsoring Organization:
- USDOE
- DOE Contract Number:
- AC05-76RL01830
- OSTI ID:
- 915307
- Report Number(s):
- PNNL-SA-52477; NN2001000
- Journal Information:
- IEEE Transactions on Nuclear Science, 54(4 (Pt.3)):1232-1238, Journal Name: IEEE Transactions on Nuclear Science, 54(4 (Pt.3)):1232-1238 Journal Issue: 4 (Pt.3) Vol. 54; ISSN 0018-9499; ISSN IETNAE
- Country of Publication:
- United States
- Language:
- English
Similar Records
Improvements in the Method of Radiation Anomaly Detection by Spectral Comparison Ratios
Nuisance Source Population Modeling for Radiation Detection System Analysis