April 23, 2010
Conference Paper

Bayesian Radiation Source Localization

Abstract

We present an approach to localizing radiological sources that uses numerical adjoints and a Bayesian formulation and demonstrate the approach on two simple example scenarios. Results indicate accurate estimates of source locations. We briefly study the effect of neglecting the contribution of all scattered radiation in the adjoints, as analytical transport approximations do, for a case with moderately attenuating material between detectors and sources. The source location accuracy of the uncollided-only solutions appears to be significantly worse at the source strength considered here, suggesting that the higher physical fidelity that is provided by full numerical adjoint-based solutions may provide an advantage in operational settings

Revised: March 10, 2011 | Published: April 23, 2010

Citation

Jarman K.D., R.S. Wittman, E.A. Miller, and C.J. Gesh. 2010. Bayesian Radiation Source Localization. In American Nuclear Society 2010 Radiation Protection & Shielding, Isotopes & Radiation and Biology & Medicine Divisions Joint Topical Meeting, April 19-23, 2010, Las Vegas, NV. La Grange Park, Illinois:American Nuclear Society. PNNL-SA-72307.