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Nuclear Technology Volume 175, 2011 - Issue 1: Special Issue on The 16th Biennial Topical Meeting of The Radiation Protection and Shielding Division
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Technical Paper

Bayesian Radiation Source Localization

Kenneth D. JarmanPacific Northwest National Laboratory, P.O. Box 999, Richland, Washington 99352
,
Erin A. MillerPacific Northwest National Laboratory, P.O. Box 999, Richland, Washington 99352
,
Richard S. WittmanPacific Northwest National Laboratory, P.O. Box 999, Richland, Washington 99352
&
Christopher J. GeshPacific Northwest National Laboratory, P.O. Box 999, Richland, Washington 99352
Pages 326-334 | Published online: 10 Apr 2017

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Euan L. Connolly, Dean T. Connor & Peter G. Martin. (2023) Location and Activity Characterization of Gamma-Ray Point Sources Concealed in Shipping Containers Using Iterative Reconstruction and Modeling Cargo-Specific Attenuation. Nuclear Technology 209:9, pages 1382-1397.
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Paul R. Miles, Jared A. Cook, Zoey V. Angers, Christopher J. Swenson, Brian C. Kiedrowski, John Mattingly & Ralph C. Smith. (2021) Radiation Source Localization Using Surrogate Models Constructed from 3-D Monte Carlo Transport Physics Simulations. Nuclear Technology 207:1, pages 37-53.
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Frank Mascarich, Mihir Kulkarni, Paolo De Petris, Taylor Wilson & Kostas Alexis. (2022) Autonomous mapping and spectroscopic analysis of distributed radiation fields using aerial robots. Autonomous Robots 47:2, pages 139-160.
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Dave Osthus, Paul Mendoza, Peter Lalor, Emily Casleton, Dan Archer, James Ghawaly, Irakli Garishvili, Andrew J. Rowe, Ian R. Stewart & Michael Willis. (2022) Tracking the location of a road-constrained radioactive source with a network of detectors. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 1039, pages 166992.
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Antanas Bukartas, Jonas Wallin, Robert Finck & Christopher Rääf. (2022) Accuracy of a Bayesian technique to estimate position and activity of orphan gamma-ray sources by mobile gamma spectrometry: Influence of imprecisions in positioning systems and computational approximations. PLOS ONE 17:6, pages e0268556.
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Imbaby I. Mahmoud & Asmaa A. Abd el-Hamid. (2022) Particle Filter Based Range Search Approach for Localization of Radioactive Materials. Frontiers in Energy Research 9.
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Quan Zhou, Caleb J. Redding, Hairong Qi & Jason Hayward. (2021) Agile Path Planning for Radiation Source Searching with Aerial Drones. Agile Path Planning for Radiation Source Searching with Aerial Drones.
Isaac J. Michaud, Kathleen Schmidt, Ralph C. Smith & John Mattingly. (2021) A hierarchical Bayesian model for background variation in radiation source localization. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 1002, pages 165288.
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Frank Mascarich, Paolo De Petris, Huan Nguyen, Nikhil Khedekar & Kostas Alexis. (2021) Autonomous Distributed 3D Radiation Field Estimation for Nuclear Environment Characterization. Autonomous Distributed 3D Radiation Field Estimation for Nuclear Environment Characterization.
Takuya Kishimoto, Hanwool Woo, Ren Komatsu, Yusuke Tamura, Hideki Tomita, Kenji Shimazoe, Atsushi Yamashita & Hajime Asama. (2021) Path Planning for Localization of Radiation Sources Based on Principal Component Analysis. Applied Sciences 11:10, pages 4707.
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Jifu Zhao, Zhe Zhang & Clair J. Sullivan. (2019) Identifying anomalous nuclear radioactive sources using Poisson kriging and mobile sensor networks. PLOS ONE 14:5, pages e0216131.
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Frank Mascarich, Christos Papachristos, Taylor Wilson & Kostas Alexis. (2019) Distributed Radiation Field Estimation and Informative Path Planning for Nuclear Environment Characterization. Distributed Radiation Field Estimation and Informative Path Planning for Nuclear Environment Characterization.
Jifu Zhao & Clair J. Sullivan. (2019) Detection and parameter estimation of radioactive sources with mobile sensor networks. Radiation Physics and Chemistry 155, pages 265-270.
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Frank Mascarich, Taylor Wilson, Christos Papachristos & Kostas Alexis. (2018) Radiation Source Localization in GPS-Denied Environments Using Aerial Robots. Radiation Source Localization in GPS-Denied Environments Using Aerial Robots.
Jonathan A. Kulisek, Richard S. Wittman, Erin A. Miller, Warnick J. Kernan, Jonathon D. McCall, Ron J. McConnJr.Jr., John E. Schweppe, Carolyn E. Seifert, Sean C. Stave & Trevor N. Stewart. (2018) A 3D simulation look-up library for real-time airborne gamma-ray spectroscopy. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 879, pages 84-91.
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Byoungil Jeon, Jongyul Kim, Kiseo Lim, Younghyun Choi & Myungkook Moon. (2017) Calculation of Detector Positions for a Source Localizing Radiation Portal Monitor System Using a Modified Iterative Genetic Algorithm. Journal of Radiation Protection and Research 42:4, pages 212-221.
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Erin A. Miller, Timothy A. White, Kenneth D. Jarman, Richard T. Kouzes, Jonathan A. Kulisek, Sean M. Robinson & Richard A. Wittman. (2015) Combining Radiography and Passive Measurements for Radiological Threat Localization in Cargo. IEEE Transactions on Nuclear Science 62:5, pages 2234-2244.
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Erin A. Miller, Sean M. Robinson, Kevin K. Anderson, Jonathon D. McCall, Amanda M. Prinke, Jennifer B. Webster & Carolyn E. Seifert. (2015) Adaptively Reevaluated Bayesian Localization (ARBL): A novel technique for radiological source localization. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 784, pages 332-338.
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J.A. Kulisek, J.E. Schweppe, S.C. Stave, B.E. Bernacki, D.V. Jordan, T.N. Stewart, C.E. Seifert & W.J. Kernan. (2015) Real-time airborne gamma-ray background estimation using NASVD with MLE and radiation transport for calibration. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 784, pages 287-292.
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Erin A. Miller, Timothy A. White, Kenneth D. Jarman, Richard T. Kouzes, Jonathan A. Kulisek, Sean M. Robinson, Chad Scherrer & Richard A. Wittman. (2012) Combining radiography and passive measurements for radiological threat detection in cargo. Combining radiography and passive measurements for radiological threat detection in cargo.

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