Data-Fusion for a Vision-Aided Radiological Detection System: Sensor dependence and Source Tracking

Stadnikia, Kelsey; Martin, Allan; Henderson, Kristofer; Koppal, Sanjeev J.; Enqvist, Andreas

doi:10.1051/epjconf/201817007013

Cited by 2 publications

(1 citation statement)

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“…An alternative method relies on data fusion to correlate the motion of a shipping container, measured using vision sensors or position tracking, with changes in radiation measurements [108,109]. Fortunately, as shipping containers each posses unique identification numbers, branding and markings, as well as being stacked and transported around the port site in a methodical and coordinated way, the position of a shipping container at any point in time should be attainable from the port systems that order the movement and arrangement of containers in a port [103].…”

Section: Intelligent Data Fusion Methodsmentioning

confidence: 99%

Current and Prospective Radiation Detection Systems, Screening Infrastructure and Interpretive Algorithms for the Non-Intrusive Screening of Shipping Container Cargo: A Review

Connolly

Martin

2021

JNE

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The non-intrusive screening of shipping containers at national borders serves as a prominent and vital component in deterring and detecting the illicit transportation of radioactive and/or nuclear materials which could be used for malicious and highly damaging purposes. Screening systems for this purpose must be designed to efficiently detect and identify material that could be used to fabricate radiological dispersal or improvised nuclear explosive devices, while having minimal impact on the flow of cargo and also being affordable for widespread implementation. As part of current screening systems, shipping containers, offloaded from increasingly large cargo ships, are driven through radiation portal monitors comprising plastic scintillators for gamma detection and separate, typically 3He-based, neutron detectors. Such polyvinyl-toluene plastic-based scintillators enable screening systems to meet detection sensitivity standards owing to their economical manufacturing in large sizes, producing high-geometric-efficiency detectors. However, their poor energy resolution fundamentally limits the screening system to making binary “source” or “no source” decisions. To surpass the current capabilities, future generations of shipping container screening systems should be capable of rapid radionuclide identification, activity estimation and source localisation, without inhibiting container transportation. This review considers the physical properties of screening systems (including detector materials, sizes and positions) as well as the data collection and processing algorithms they employ to identify illicit radioactive or nuclear materials. The future aim is to surpass the current capabilities by developing advanced screening systems capable of characterising radioactive or nuclear materials that may be concealed within shipping containers.

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Section: Intelligent Data Fusion Methodsmentioning

confidence: 99%