4.6 Article

Localization of Ionizing Radiation Sources by Cooperating Micro Aerial Vehicles With Pixel Detectors in Real-Time

期刊

IEEE ROBOTICS AND AUTOMATION LETTERS
卷 5, 期 2, 页码 3634-3641

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LRA.2020.2978456

关键词

Detectors; Robots; Ionizing radiation; Real-time systems; Mathematical model; Atmospheric modeling; Aerial systems: applications; environment monitoring and management; computational geometry

类别

资金

  1. CTU [SGS17/187/OHK3/3T/13]
  2. OP VVV [CZ.02.1.01/0.0/0.0/16 019/0000765]
  3. CSF [17-16900Y]

向作者/读者索取更多资源

We provide a complex software package allowing the user to deploy multiple ionizing radiation sources and detectors modeled after the Timepix miniature pixel detector. The software is provided to the community as open-source, and allows preliminary testing and method development even without a pixel detector or radiation sources. Our simulation model utilizes ray-tracing and Monte Carlo methods to resolve interactions of ionizing radiation with the detector, obstacles and the atmosphere. An open-source implementation is provided as a plugin for Gazebo, a simulator popular within the robotics community. The plugin is capable of simulating radiation sources with activities in the order of GBq1 in real-time with a conventional PC. We also provide a ROS interface, which allows full integration of the Timepix pixel detector into a robotic system. The credibility and the precision of the simulator plugin were confirmed via a real-world experiment with a micro aerial vehicle (MAV) equipped with a Timepix detector mapping the radiation intensity of an Am-241 sample. Finally, we present a method for cooperative localization of a source of ionizing radiation by a group of autonomous MAVs in an environment with obstacles.

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