Title :
Moving Sources Detection Algorithm for Radiation Portal Monitors Used in a Linear Network
Author :
Coulon, Romain ; Kondrasovs, Vladimir ; Boudergui, Karim ; Normand, S.
Author_Institution :
Lab. Capteurs et Archit. Electroniques & Lab., CEA, Gif-sur-Yvette, France
Abstract :
To monitor radioactivity passing through a vehicle such as a pedestrian, a car, a train or a truck, Radiation Portal Monitors (RMP) are commonly employed. These detection systems consist of a large volume detector set close to the potential source path. An alarm is then triggered when the signal rises over a threshold initially estimated in view of the natural background signal. The approach developed in this work makes use of several detectors in a network along the source path. The correlation detection approach is elaborated to take into account the temporal periodicity of the signals taken by all distributed sensors as a whole. This new detection method is then not based only on counting statistics but also on the temporal series analysis. Therefore, a specific algorithm has been developed in our laboratory for this security application and shows a significant improvement, especially in terms of detection probability increase and false alarm reduction. This paper presents the theoretical approach and promising results obtained by simulation.
Keywords :
radioactive sources; radioactivity measurement; counting statistics; detection probability; detection systems; distributed sensors; false alarm reduction; linear network; moving sources detection algorithm; natural background signal; potential source path; radiation portal monitors; radioactivity monitor; security application; specific algorithm; temporal periodicity; temporal series analysis; vehicle; volume detector set; Correlation; Detectors; Monitoring; Portals; Security; Standards; Algorithm; detection; filter; instrument; measurement; monitor; moving; nuclear; radiation; radioactive; safeguard; security; signal processing; source; time series analysis;
Journal_Title :
Nuclear Science, IEEE Transactions on
DOI :
10.1109/TNS.2014.2299872