Title :
Search for a Radioactive Source: Coordinated Multiple Observers
Author :
Ristic, Branko ; Morelande, Mark ; Gunatilaka, Ajith ; Rutten, Mark
Author_Institution :
Defence Sci. & Technol. Organ., Adelaide, SA
Abstract :
Given a designated polygon-shaped search area with obstacles, the problem is to establish if a radioactive material of unknown intensity of radiation is present in the area, and if present, its whereabouts. The detection/estimation part of the problem is solved in the Bayesian framework using a particle filter. The coordinated search by multiple observers is carried out by maximization of the information gain measured by the Renyi divergence. The simulation results indicate a fairly high success-rate of the proposed scheme.
Keywords :
Bayes methods; radiation detection; Bayesian framework; Renyi divergence; coordinated multiple observers; particle filter; polygon-shaped search area; radioactive source detection; Australia; Gamma ray detectors; Gamma rays; Humans; Particle filters; Position measurement; Radiation detectors; Radioactive materials; Robot kinematics; Vehicle detection;
Conference_Titel :
Intelligent Sensors, Sensor Networks and Information, 2007. ISSNIP 2007. 3rd International Conference on
Conference_Location :
Melbourne, Qld.
Print_ISBN :
978-1-4244-1501-4
Electronic_ISBN :
978-1-4244-1502-1
DOI :
10.1109/ISSNIP.2007.4496850