IEEE Aerospace and Electronic Systems Magazine - November 2020 - 51

Lanzagorta and Uhlmann

Figure 12.
Additive noise sources affecting the photodetector [56].

detect photons based on the thermal background because
virtually all signal photons will be lost. This means that
the surveillance volume must be determined based on a
chosen SNR threshold. Figure 14 reveals that solar background radiation dominates other sources in the regime of
practical detection capability, which should not be
surprising.
Clearly there are myriad important practical factors
that will significantly impact any performance comparison
of future real-world implementations of a quantum radar
to its classical alternatives beyond what could be incorporated into our analysis. However, we can examine some
of our simplifying assumptions, e.g., ignoring of the contribution dark counts and shot noise in our assumed number of noise photons Nb . Because the dark count
contribution can be expected to be very small in our example scenarios (target ranges less than 100 km), we can
effectively model the joint contribution of dark count and
shot noise as
Nb À!Nb þ Ns MeÀxr :

(52)

Figure 15 shows the detection error probability bounds
using this more complete noise model Pqf compared to
pure solar background noise Pqb as a function of target distance r (in km). It can be observed that the higher fidelity
model implies significantly worse detection error

Figure 13.
SNR (dB) as a function of target distance r (in km).

NOVEMBER 2020

probabilities in the regime of high SNR when the target
range r is small because shot noise becomes increasing
dominant. The impact of the higher fidelity noise model
(i.e., with Nb % Nb þ Ns MeÀxr ) on the relative advantage
in detection error probability of quantum (Pqf ) over classical (Plf ) is shown in Figure 16. It can be seen that the
breakthrough threshold of 0.4 is reduced to 47 km for
quantum and 26 km for classical, but the quantum advantage in range improves from 15 to 21 km compared to our
simplified background-only model.

CHALLENGES AHEAD
In summary, our analysis-despite its many assumptions
and limitations-presents a compelling case for undertaking the substantial scientific and engineering efforts necessary to determine the extent to which the theoretical
quantum advantage can be realized in real-world systems.
These include:
 Entangled Microwave Photon Generation: By far
the most critical challenge is the fast and efficient
generation of entangled photons in microwave frequencies. As we have shown based on purely theoretical considerations, a signal package with more

Figure 14.
Values of Ns (solid line), Nb (dashed line), and Ndc (dotted line)
as a function of target distance r (in km).

IEEE A&E SYSTEMS MAGAZINE

51



IEEE Aerospace and Electronic Systems Magazine - November 2020

Table of Contents for the Digital Edition of IEEE Aerospace and Electronic Systems Magazine - November 2020

Contents
IEEE Aerospace and Electronic Systems Magazine - November 2020 - Cover1
IEEE Aerospace and Electronic Systems Magazine - November 2020 - Cover2
IEEE Aerospace and Electronic Systems Magazine - November 2020 - Contents
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 2
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 3
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 4
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 5
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 6
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 7
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 8
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 9
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 10
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 11
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 12
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 13
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 14
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 15
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 16
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 17
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 18
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 19
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 20
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 21
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 22
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 23
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 24
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 25
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 26
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 27
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 28
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 29
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 30
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 31
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 32
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 33
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 34
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 35
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 36
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 37
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 38
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 39
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 40
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 41
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 42
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 43
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 44
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 45
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 46
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 47
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 48
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 49
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 50
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 51
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 52
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 53
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 54
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 55
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 56
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 57
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 58
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 59
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 60
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 61
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 62
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 63
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 64
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 65
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 66
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 67
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 68
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 69
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 70
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 71
IEEE Aerospace and Electronic Systems Magazine - November 2020 - 72
IEEE Aerospace and Electronic Systems Magazine - November 2020 - Cover3
IEEE Aerospace and Electronic Systems Magazine - November 2020 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_february2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_january2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2022_tutorial
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_february2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_january2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2021_tutorials
https://www.nxtbook.com/nxtbooks/ieee/aerospace_february2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_january2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_february2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_january2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2019partII
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2018
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2018
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2018
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2018
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2018
https://www.nxtbookmedia.com