IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 88

Detecting a Target With Quantum Entanglement
an SNR corresponding to a nonnegligible detection
probability one would need very unpractically long
pulses. One could hope to fill this huge gap with an
even larger quantum advantage, obtained, for example,
by adding additional entanglement between the M
temporal modes composing the signal and idler pulses.
However, recent works from De Palma and Borregard
[47] and Nair and Gu [48] proved that the
M-modes two-mode squeezed vacuum used in the
Gaussian QI protocol from Tan et al. [11] is essentially
quantum optimal for target detection. Therefore, while
it is clear that one decade of research in this field provided
us with several academically interesting results,
their practical relevance seems to be limited.
Nevertheless, QI represents the first example of an
entanglement-based protocol that provide a quantum
advantage even though the initial entanglement is
completely destroyed by noise and losses in the system. In
other words, we should not dismiss the value of quantum
entanglement even in those adverse environmental conditions
(severe losses and high noise level), which are often
present at microwave frequencies. Moreover, concepts
from QI can be relevant for other fields, for example, the
OPA [12] and the FF-SFG [13] receivers recently found
applications in entanglement-assisted communication
schemes [49], [50], and it is not to exclude that they may
lead to the discovery of new quantum protocols of real
practical utility.
ACKNOWLEDGMENTS
The authors would like to thank Q. Zhuang, S. Pirandola,
M. Wilde, and R. Settinieri for their critical comments
which significantly contributed to improve our review.
They also thank S. Guha and B. Huard for enjoyable and
informative discussions.
REFERENCES
[1] A. Einstein, B. Podolsky, and N. Rosen, " Can quantummechanical
description of physical reality be considered
complete?, " Phys. Rev., vol. 47, pp. 777-780, 1935.
[2] E. Schr€odinger, " Discussion of probability relations
between separated systems, " Math. Proc. Cambridge
Philos. Soc., vol. 31, no. 4, pp. 555-563, 1935.
[3] E. Schr€odinger, " Die gegenw€artige situation in der
quantenmechanik, " Naturwissenschaften, vol. 23, no. 50,
pp. 844-849, 1935.
[4] S. Pirandola, B. R. Bardhan, T. Gehring, C. Weedbrook,
and S. Lloyd, " Advances in photonic quantum sensing, "
Nature Photon., vol. 12, no. 12, pp. 724-733, 2018.
[5] J. H. Shapiro, " The quantum illumination story, " IEEE
Aerosp. Electron. Syst. Mag., vol. 35, no. 4, pp. 8-20, Apr.
2020.
88
[6] M. Lanzagorta, " Quantum radar cross sections, " in Quantum
Optics, vol. 7727. Bellingham, WA, USA: International
Society for Optics and Photonics, 2010, Art no.
77270K.
[7] M. Lanzagorta, " Quantum radar, " Synth. Lectures Quantum
Comput., vol. 3, no. 1, pp. 1-139, 2011.
[8] S. Lloyd, " Enhanced sensitivity of photodetection via
quantum illumination, " Science, vol. 321, no. 5895,
pp. 1463-1465, 2008.
[9] R. G. Torrome, N. B. Bekhti-Winkel, and P. Knott,
" Introduction to quantum radar, " 2020, arXiv:2006.14238.
[10] J. H. Shapiro and S. Lloyd, " Quantum illumination versus
coherent-state target detection, " New J. Phys., vol. 11, no.
6, 2009, Art no. 063045.
[11] S.-H. Tan et al., " Quantum illumination with Gaussian
states, " Phys. Rev. Lett., vol. 101, 2008, Art no. 253601.
[12] S. Guha and B. I. Erkmen, " Gaussian-state quantum-illumination
receivers for target detection, " Phys. Rev. A, vol.
80, 2009, Art no. 052310.
[13] Q. Zhuang, Z. Zhang, and J. H. Shapiro, " Optimum
mixed-state discrimination for noisy entanglementenhanced
sensing, " Phys. Rev. Lett., vol. 118, 2017, Art
no. 040801.
[14] S. Barzanjeh, S. Guha, C. Weedbrook, D. Vitali, J. H. Shapiro,
and S. Pirandola, " Microwave quantum illumination, "
Phys. Rev. Lett., vol. 114, 2015, Art no. 080503.
[15] D. Luong, S. Rajan, and B. Balaji, " Quantum two-mode
squeezing radar and noise radar: Correlation coefficients
for target detection, " IEEE Sensors J., vol. 20, no. 10,
pp. 5221-5228, May 2020.
[16] D. Luong, C. Chang, A. Vadiraj, A. Damini, C. Wilson, and
B. Balaji, " Receiver operating characteristics for a prototype
quantum two-mode squeezing radar, " IEEE Trans. Aerosp.
Electron. Syst., vol. 56, no. 3, pp. 2041-2060, Jun. 2020.
[17] C. W. S. Chang, A. M. Vadiraj, J. Bourassa, B. Balaji, and
C. M. Wilson, " Quantum-enhanced noise radar, " Appl.
Phys. Let., vol. 114, no. 11, 2019, Art no. 112601.
[18] S. Barzanjeh, S. Pirandola, D. Vitali, and J. M. Fink,
" Microwave quantum illumination using a digital
receiver, " Sci. Adv., vol. 6, no. 19, 2020.
[19] Z. Zhang, S. Mouradian, F. N. C. Wong, and J. H. Shapiro,
" Entanglement-enhanced sensing in a lossy and noisy environment, "
Phys. Rev. Lett., vol. 114, 2015, Art no. 110506.
[20] R. Loudon, The Quantum Theory ofLight. London, U.K.:
Oxford Univ. Press, 2000.
[21] G. S. Agarwal, Quantum Optics. Cambridge, U.K.: Cambridge
Univ. Press, 2012.
[22] C. Fabre and N. Treps, " Modes and states in quantum
optics, " Rev. Mod. Phys., vol. 92, Sep 2020, Art no.
035005.
[23] C. Weedbrook et al., " Gaussian quantum information, "
Rev. Mod. Phys., vol. 84, pp. 621-669, 2012.
[24] B. Dutta et al. " The real symplectic groups in quantum
mechanics and optics, " Pramana, vol. 45, no. 6, pp.
471-497, 1995.
IEEE A&E SYSTEMS MAGAZINE
MAY 2022

IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV

Table of Contents for the Digital Edition of IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV

Contents
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - Contents
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - Cover2
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 1
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 2
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 3
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 4
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 5
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 6
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 7
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 8
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 9
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 10
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 11
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 12
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 13
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 14
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 15
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 16
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 17
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 18
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 19
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 20
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 21
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 22
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 23
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 24
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 25
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 26
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 27
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 28
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 29
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 30
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 31
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 32
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 33
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 34
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 35
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 36
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 37
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 38
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 39
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 40
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 41
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 42
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 43
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 44
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 45
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 46
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 47
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 48
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 49
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 50
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 51
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 52
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 53
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 54
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 55
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 56
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 57
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 58
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 59
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 60
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 61
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 62
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 63
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 64
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 65
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 66
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 67
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 68
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 69
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 70
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 71
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 72
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 73
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 74
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 75
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 76
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 77
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 78
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 79
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 80
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 81
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 82
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 83
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 84
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 85
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 86
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 87
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 88
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 89
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 90
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 91
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 92
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 93
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 94
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 95
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 96
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 97
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 98
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 99
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 100
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 101
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 102
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 103
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 104
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - Cover3
IEEE - Aerospace and Electronic Systems - May 2022 - Tutorial XV - 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