2020
DOI: 10.1063/5.0012429
|View full text |Cite
|
Sign up to set email alerts
|

Multivariate discrimination in quantum target detection

Abstract: We describe a simple multivariate technique of likelihood ratios for improved discrimination of signal and background in multi-dimensional quantum target detection. The technique combines two independent variables, time difference and summed energy, of a photon pair from the spontaneous parametric downconversion source into an optimal discriminant. The discriminant performance was studied using experimental data and Monte Carlo modeling with clear improvement shown compared to previous techniques. As novel det… Show more

Help me understand this report
View preprint versions

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1
1
1

Citation Types

0
8
0

Year Published

2020
2020
2024
2024

Publication Types

Select...
5
3

Relationship

4
4

Authors

Journals

citations
Cited by 16 publications
(8 citation statements)
references
References 52 publications
0
8
0
Order By: Relevance
“…The difference in arrival time between the photon pairs at the BS is adjusted through a motorized delay line constructed in one of the paths. Upon exiting the BS, the photons are coupled into single mode optical fibers which are then fed into the customized spectrometer [23][24][25].…”
Section: Theorymentioning
confidence: 99%
“…The difference in arrival time between the photon pairs at the BS is adjusted through a motorized delay line constructed in one of the paths. Upon exiting the BS, the photons are coupled into single mode optical fibers which are then fed into the customized spectrometer [23][24][25].…”
Section: Theorymentioning
confidence: 99%
“…The MCP in the intensifier has an improved detection efficiency close to 100%. Similar configurations of the intensified Tpx3Cam were used before for characterization of quantum networks [18,19], quantum target detection [20,21], single photon counting [22] and lifetime imaging [23] studies.…”
Section: Methodsmentioning
confidence: 99%
“…An efficient scheme of spectroscopic binning can be implemented by employing a traditional diffraction grating spectrometer where incoming photons are passed though a slit, dispersed, and then focused onto a linear array of single-photon detectors. In our previous work we implemented spectroscopic binning employing a fast pixel camera [10,11] and determined the temporal and spectroscopic resolutions for pairs of registered photons in the context of quantum target detection [12,13]. We achieved ∆t • ∆λ = 5 ns • 0.5 nm at 800 nm representing a useful benchmark for current technology.…”
Section: Requirements and Options For Photon Detectorsmentioning
confidence: 99%