Polaris-LAMP: Multi-Modal 3-D Image Reconstruction with a Commercial Gamma-Ray Imager

J. Hecla, K. Knecht, D. Gunter, A. Haefner, D. Hellfeld, T. H.Y. Joshi, A. Moran, V. Negut, R. Pavlovsky, K. Vetter

Research output: Contribution to journalArticlepeer-review

8 Scopus citations

Abstract

The Polaris-LAMP multi-modal 3-D gamma-ray imager is a radiation mapping and imaging platform which uses a commercial off-the-shelf (COTS) detector integrated with a contextual sensor localization and mapping platform. The integration of these systems enables a free-moving radiation imaging capability with proximity mapping, coded-aperture, and Compton imaging modalities, which can create 3-D reconstruction of photon sources from tens of keV to several MeV. Gamma-ray events are recorded using a segmented cadmium zinc telluride (CZT) detector (Polaris-H Quad by H3D Inc., Ann Arbor, MI, USA), while scene data are derived from a contextual sensor and computation package developed by Lawrence Berkeley National Laboratory which includes GPS, laser ranging, and inertial measurement sensors. An onboard computer uses these inputs to create rapidly updating pose (10 Hz) and 3-D scene estimates using a simultaneous localization and mapping (SLAM) algorithm. The precise gamma-ray event location and timing resolution of the Polaris CZT sensor enables Compton imaging above several hundred keV, while photon sources at lower images are localized using coded-aperture imaging techniques. The multi-modal imaging concept enables imaging of diverse radiation sources spanning from the 59-keV emission of 241Am to the 1.1 and 1.3 MeV lines of 60Co. This work focuses on the description of the operational principles of the detector system and demonstrating the 3-D imaging performance in a variety of source detection and mapping scenarios. As a proof of concept, we demonstrate mapping complex environments, including both point source and distributed-source environments using proximity, coded-aperture, and Compton imaging modalities. Furthermore, we show the successful use of the system to perform measurements in high-background environments through analysis of arrays of uranium hexafluoride cylinders at the Paducah UF6 project site.

Original languageEnglish
Pages (from-to)2539-2549
Number of pages11
JournalIEEE Transactions on Nuclear Science
Volume68
Issue number10
DOIs
StatePublished - Oct 1 2021
Externally publishedYes

Funding

This work was supported in part by the U.S. Department of Energy by Lawrence Berkeley National Laboratory under Contract DE-AC02-05CH11231, in part by the U.S. Department of Energy/National Nuclear Security Administration’s (DOE/NNSA’s) Office of Nonproliferation and Arms Control (NPAC), in part by the Department of Energy National Nuclear Security Administration through the Office of Defense Nuclear Nonproliferation Research and Development (DNN R&D) under Award DE-NA0000979 and the Nuclear Science and Security Consortium under Award DE-NA0003180, and in part by the Defense Threat Reduction Agency under Grant HDTRA 10027-21370, Grant 10027-23334, and Grant 10027-25522.

FundersFunder number
DNN R&DDE-NA0003180, DE-NA0000979
NPAC
Office of Defense Nuclear Nonproliferation Research and Development
Office of Nonproliferation and Arms Control
U.S. Department of Energy
Defense Threat Reduction AgencyHDTRA 10027-21370, 10027-23334, 10027-25522
National Nuclear Security Administration
Lawrence Berkeley National LaboratoryDE-AC02-05CH11231

    Keywords

    • 3-D gamma-ray imaging
    • coded-aperture imagers
    • Compton imaging
    • scene data fusion (SDF)

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