Synthesis of Radiation Counts for Networks of Detectors
Document Type
Conference Proceeding
Publication Date
11-12-2018
Abstract
We develop a data-driven, regression-based scaling method to synthesize radiation counts for a given source strength in a spectral bin by bootstrapping measurements from Domestic Nuclear Detection Office's Intelligence Radiation Sensors Systems (IRSS) tests. In addition to counts, we also generate network messages using message-skeletons extracted from IRSS tests. We characterize the quality of generated counts using statistical mea- sures and distance metrics, and provide an analytical justification for our method based on the Vapnik-Chervonenkis theory.
Identifier
85058480337 (Scopus)
ISBN
[9781538622827]
Publication Title
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference NSS Mic 2017 Conference Proceedings
External Full Text Location
https://doi.org/10.1109/NSSMIC.2017.8532854
Grant
IAA HSHQDC-13-X-B0002
Fund Ref
U.S. Department of Homeland Security
Recommended Citation
Sen, Satyabrata; Rao, Nageswara S.V.; Berry, Mark L.; Grieme, Kayla M.; Wu, Chase Q.; Cordone, Guthrie; and Brooks, Richard R., "Synthesis of Radiation Counts for Networks of Detectors" (2018). Faculty Publications. 8255.
https://digitalcommons.njit.edu/fac_pubs/8255
