The Urban Deployment Model: A Toolset for the Simulation and Performance Characterization of Radiation Detector Deployments in Urban Environments

Static and mobile radiation detectors can be deployed in urban environments for a range of nuclear security applications, including radiological source search-and-tracking scenarios. Modeling detector performance for such applications is challenging, as it does not depend solely on the detector capa...

詳細記述

書誌詳細
出版年:Sensors
主要な著者: Nicolas Abgrall, Yassid Ayyad, Chun Ho Chow, Reynold Cooper, Daniel Hellfeld, Emil Rofors
フォーマット: 論文
言語:英語
出版事項: MDPI AG 2024-08-01
主題:
オンライン・アクセス:https://www.mdpi.com/1424-8220/24/15/4987
_version_ 1850085424594157568
author Nicolas Abgrall
Yassid Ayyad
Chun Ho Chow
Reynold Cooper
Daniel Hellfeld
Emil Rofors
author_facet Nicolas Abgrall
Yassid Ayyad
Chun Ho Chow
Reynold Cooper
Daniel Hellfeld
Emil Rofors
author_sort Nicolas Abgrall
collection DOAJ
container_title Sensors
description Static and mobile radiation detectors can be deployed in urban environments for a range of nuclear security applications, including radiological source search-and-tracking scenarios. Modeling detector performance for such applications is challenging, as it does not depend solely on the detector capabilities themselves. Many factors must be taken into consideration, including specific source and background signatures, the topology and constraints of the deployment environment, the presence of nuisance sources, and whether detectors are mobile or static. When considering the simultaneous deployment of multiple, heterogeneous detectors, assessment of the system-wide performance requires the simulation of the individual detectors, and a system-level analysis of the detection performance. In radiological source search-and-tracking scenarios, performance is mostly dominated by the probability of encounter, which depends on the specifics of a given deployment, e.g., static vs. mobile detectors or a combination of both modalities, the number of detectors deployed, the dynamic vs. static setting of false alarm rates, and individual vs. networked operation. The Urban Deployment Model (UDM) toolset was specifically developed to cover the gap in the available generic frameworks for the simulation of radiation detector deployments at city scales. UDM provides a unified and modular framework to support the simulation and performance characterization of heterogeneous detector deployments in urban environments. This paper presents the key components along the UDM workflow.
format Article
id doaj-art-e0696fe23f7f41cb90a3e41af6431afc
institution Directory of Open Access Journals
issn 1424-8220
language English
publishDate 2024-08-01
publisher MDPI AG
record_format Article
spelling doaj-art-e0696fe23f7f41cb90a3e41af6431afc2025-08-20T00:11:03ZengMDPI AGSensors1424-82202024-08-012415498710.3390/s24154987The Urban Deployment Model: A Toolset for the Simulation and Performance Characterization of Radiation Detector Deployments in Urban EnvironmentsNicolas Abgrall0Yassid Ayyad1Chun Ho Chow2Reynold Cooper3Daniel Hellfeld4Emil Rofors5Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USALawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USALawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USALawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USALawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USALawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USAStatic and mobile radiation detectors can be deployed in urban environments for a range of nuclear security applications, including radiological source search-and-tracking scenarios. Modeling detector performance for such applications is challenging, as it does not depend solely on the detector capabilities themselves. Many factors must be taken into consideration, including specific source and background signatures, the topology and constraints of the deployment environment, the presence of nuisance sources, and whether detectors are mobile or static. When considering the simultaneous deployment of multiple, heterogeneous detectors, assessment of the system-wide performance requires the simulation of the individual detectors, and a system-level analysis of the detection performance. In radiological source search-and-tracking scenarios, performance is mostly dominated by the probability of encounter, which depends on the specifics of a given deployment, e.g., static vs. mobile detectors or a combination of both modalities, the number of detectors deployed, the dynamic vs. static setting of false alarm rates, and individual vs. networked operation. The Urban Deployment Model (UDM) toolset was specifically developed to cover the gap in the available generic frameworks for the simulation of radiation detector deployments at city scales. UDM provides a unified and modular framework to support the simulation and performance characterization of heterogeneous detector deployments in urban environments. This paper presents the key components along the UDM workflow.https://www.mdpi.com/1424-8220/24/15/4987detector arraynetworkurban environmentnational securitynuclear threat
spellingShingle Nicolas Abgrall
Yassid Ayyad
Chun Ho Chow
Reynold Cooper
Daniel Hellfeld
Emil Rofors
The Urban Deployment Model: A Toolset for the Simulation and Performance Characterization of Radiation Detector Deployments in Urban Environments
detector array
network
urban environment
national security
nuclear threat
title The Urban Deployment Model: A Toolset for the Simulation and Performance Characterization of Radiation Detector Deployments in Urban Environments
title_full The Urban Deployment Model: A Toolset for the Simulation and Performance Characterization of Radiation Detector Deployments in Urban Environments
title_fullStr The Urban Deployment Model: A Toolset for the Simulation and Performance Characterization of Radiation Detector Deployments in Urban Environments
title_full_unstemmed The Urban Deployment Model: A Toolset for the Simulation and Performance Characterization of Radiation Detector Deployments in Urban Environments
title_short The Urban Deployment Model: A Toolset for the Simulation and Performance Characterization of Radiation Detector Deployments in Urban Environments
title_sort urban deployment model a toolset for the simulation and performance characterization of radiation detector deployments in urban environments
topic detector array
network
urban environment
national security
nuclear threat
url https://www.mdpi.com/1424-8220/24/15/4987
work_keys_str_mv AT nicolasabgrall theurbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT yassidayyad theurbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT chunhochow theurbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT reynoldcooper theurbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT danielhellfeld theurbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT emilrofors theurbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT nicolasabgrall urbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT yassidayyad urbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT chunhochow urbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT reynoldcooper urbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT danielhellfeld urbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments
AT emilrofors urbandeploymentmodelatoolsetforthesimulationandperformancecharacterizationofradiationdetectordeploymentsinurbanenvironments