PT-SYMMETRIC AMPLIFIER: BROADBAND SENSITIVITY IMPROVEMENT VIA COHERENT QUANTUM FEEDBACK
3.5 Application to microwave axion detectors .1 Introduction of microwave axion detector.1Introduction of microwave axion detector
The Sikivie Haloscope type axion detectors [19] we considered are designed to detect the weak conversion of dark matter axions into microwave photons in the presence of a strong magnetic field. For an axion detector consisting a station- ary magnetic field B0 and a single mode ΛEπ of a microwave resonator, it can be characterized by the following interaction Hamiltonian:
Λ
πaxion =ππ πΎ πΎA
β«
π3xEΛπ(x) Β·B0(x), (3.32) where ππ πΎ πΎ is axion-photon-photon coupling constant, A is the axion field (with negligible spatial variation), and ΛEπ(x) = Eπ(x) (πΛ+ πΛβ )/β
2 is the electric field operator of the microwave mode, with (π,Λ πΛβ ) being the annihilation and creation operators, and the mode functionEπ(x) satisfyingβ«
E2π(x)π3x =4π~π0, withπ0 being eigenfrequency of the mode.
Usingπ0as carrier frequency, we can rewrite Eq. (3.32) as:
Λ
πaxion=πΌaxion(Ξ¨1πΛ1+Ξ¨2πΛ2). (3.33) Here Λπ1,2are the mode quadratures of the electric field, Ξ¨1 = (Ξ¨+Ξ¨β)/β
2, Ξ¨2 = (Ξ¨βΞ¨β)/(β
2π) are two quadratures of the oscillations of the axion field, A (π‘) = Ξ¨(π‘)πβππ0π‘+Ξ¨β(π‘)πππ0π‘. The coupling coefficient are defined as:
πΌaxion β‘4ππππ πΎ πΎ p
~π0Eπ΅, (3.34)
where Eπ΅ is the energy of magnetic field, and π is the overlap between the static magnetic field and the cavity mode:
π =
β«
Eπ(x) Β·B0(x)π3x . hβ«
|E2π|π3xΒ·
β«
|B20|π3x i1/2
. (3.35) Note thatπ0is the central frequency at which the device operates, and it needs to be scanned over different values to search for the yet unknown Compton frequency of axion.
We then discuss the figure of merit for axion searches [56, 57] β the effective scan rate. As shown in Fig. 3.7, the broadband search for axionβs Compton frequency requires many different such data stretches with durationπ = Ξβ1
π΄ , possibly using different detector configurations. Let us divide the entire bandwidth of Ξ into
/()
Ξ (Search Bandwidth)
1 2
3
A
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1/S(β¦)<latexit sha1_base64="xhTMPegIBS9FZa2OXBS9crPKoOU=">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</latexit><latexit sha1_base64="xhTMPegIBS9FZa2OXBS9crPKoOU=">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</latexit><latexit sha1_base64="xhTMPegIBS9FZa2OXBS9crPKoOU=">AAACoHicdVFNTxsxEHW2XzT9CvTIxSJCopf9AFpoT0hcuBHUBlCTVeR1JhsrXtuyZ1GjVf5Kr+1f4t/gTbZVE5WRLD29N29mPJMZKRzG8X0rePL02fMXWy/br16/efuus71z7XRpOfS5ltreZsyBFAr6KFDCrbHAikzCTTY7r/WbO7BOaPUN5wbSguVKTARn6KlRZyeJvo6qYc+JxcHwsoCcfRh1unF4dPjxNDmmK/CpASefY5qE8TK6pIneaLt1NxxrXhagkEvm3CCJDaYVsyi4hEV7WDowjM9YDgMPFSvApdVy+AXd98yYTrT1TyFdsv86KlY4Ny8yn1kwnLpNrSb/pw1KnJymlVCmRFB81WhSSoqa1pugY2GBo5x7wLgVflbKp8wyjn5fa5WyLLcAM5lWdZcs03KxWcxzY7rMohJws8LfP+zTKaL5EkUcmQq1zSMzy6NGXXMYUa/jEcNKbPtL/TkHfRxcH4aJx1fH3bOwudkW2SV75IAk5ISckQvSI33CyQ/yk/wiv4O94CK4DK5WqUGr8bwnaxF8fwC+h8/C</latexit><latexit sha1_base64="xhTMPegIBS9FZa2OXBS9crPKoOU=">AAACoHicdVFNTxsxEHW2XzT9CvTIxSJCopf9AFpoT0hcuBHUBlCTVeR1JhsrXtuyZ1GjVf5Kr+1f4t/gTbZVE5WRLD29N29mPJMZKRzG8X0rePL02fMXWy/br16/efuus71z7XRpOfS5ltreZsyBFAr6KFDCrbHAikzCTTY7r/WbO7BOaPUN5wbSguVKTARn6KlRZyeJvo6qYc+JxcHwsoCcfRh1unF4dPjxNDmmK/CpASefY5qE8TK6pIneaLt1NxxrXhagkEvm3CCJDaYVsyi4hEV7WDowjM9YDgMPFSvApdVy+AXd98yYTrT1TyFdsv86KlY4Ny8yn1kwnLpNrSb/pw1KnJymlVCmRFB81WhSSoqa1pugY2GBo5x7wLgVflbKp8wyjn5fa5WyLLcAM5lWdZcs03KxWcxzY7rMohJws8LfP+zTKaL5EkUcmQq1zSMzy6NGXXMYUa/jEcNKbPtL/TkHfRxcH4aJx1fH3bOwudkW2SV75IAk5ISckQvSI33CyQ/yk/wiv4O94CK4DK5WqUGr8bwnaxF8fwC+h8/C</latexit>
Figure 3.7: Illustration of the axion search. The entire bandwidth Ξ is divided into bins with widthΞπ΄, and to be covered by a (large) number of detectors (three shown in the figure, in terms of their 1/πΞ¨(Ξ©)). Each bin can get contribution from multiple detectors; for example, the highlighted bin is covered by both detectors 1 and 2.
discrete angular frequencies separated byΞπ΄, which we label asΞπ, π =1,2, . . . , π, with
π= Ξ/Ξπ΄. (3.36)
We shall approximately view the search as to be carried out independently for each of these bins.
Our requirement is that for the same fiducial axion amplitude π΄0(eventually the minimum detectable axion-field amplitude), we can cumulate at least π2
th for each axion frequency bin. Note that to achieve the same statistical significance,π2
thshould increase as the number of bins (hence the independent trials) increase, but rather mildly. Let us make a very crude estimation. Regarding our problem as having π = Ξ/Ξπ΄ independent trials, an overall false-alarm probability of π requires each bin to have
πFA =π/π =π πΎπ/Ξ. (3.37)
In absence of axion field, in the ideal situation, each π satisfies an exponential distribution, which means
π2
th βΌ |log(π πΎπ/Ξ) |, (3.38) which indeed depends very mildly on the number of bins.
For each run, let us assume that we have a noise spectrum of ππ½(Ξ©). For bin π, we perform
π(
π)
π½ =
β« π
0
π§(
π)
π½ (π‘)cosΞππ‘ π π‘
2
+
β« π
0
π§(
π)
π½ (π‘)sinΞππ‘ π π‘
2
. (3.39)
Here π§(π)
π½ (π‘) = ππ½(π‘) + π΄0cos(Ξππ‘+ π0) where the second term is a fiducial axion term with amplitud π΄0 and unknown phase π0. Thus we have (up to numerical factors):
hπ(
π) π½ i= π΄2
0π2+ππ½(Ξπ)π , Varπ(π) =π2
π½(Ξπ)π2. (3.40) It is the π΄0contribution to the expectation ofπ(π)
π½ that we are aiming to detect. We do this by combining multiple observations. If we assign coefficientπ(π)
π½ for the π½ observation, we will obtain
π(π)
π½ β 1
π2
π½(Ξπ)
, (3.41)
and the total SNR squared we get for the π-th bin is given by π(π)2
=Γ
π½
π΄4
0π2 π2
π½(Ξπ)
. (3.42)
If we focus on each detector π½, the figure of merit for axion detection should be counted by the integral of total SNR squared:
β« 1
π2(Ξ©)πΞ©, (3.43)
which is called theeffective scan rate. We will use that to optimize the amplifier for axion detection in the following section.
3.5.2 PT-symmetric amplifier for axion detection
The circuit diagram that can realize Hamiltonian (3.2) for axion detection is shown in Fig. 3.8a. The parametric amplification can be realized by a 3-wave mix- ing device [58β60]; sWLC corresponds to having Λπ mode coupled to the external continuum (βsWLC readoutβ in the figure), while uWLC corresponds to having Λπ mode coupled to the external continuum (βconventional/uWLC readoutβ in the fig- ure). For conventional readout withπ =0, the circuit is reduced to be a conventional detector.
Bode plots of the signal transfer function, i.e., from Ξ¨ to Λπ£, in sWLC and con- ventional schemes are shown in Fig. 3.8 b. From the feedback control viewpoint discussed in Sec. 3.3 and in Fig. 3.4, the π = 0 lines represent the open-loop sig- nal transfer function of sWLC, while the π/π =0.995,1,1.005 lines represent the closed-loop ones. Note that the system is unstable for π/π = 1.005 > 1, shown by the light blue lines, where the phase of signal transfer function decreases with frequency around the resonance near DC, which is different from the red lines with monotonically increasing phases.
80
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-
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()
=ο£Ώ
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/ο£Ώ= 0.995
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= 0
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conventional
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=ο£Ώ
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/ο£Ώ= 0.995
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= 0
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conventional
<latexit sha1_base64="qZgxI3ri83DP7sYwbWUQ+gEhFD8=">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</latexit><latexit sha1_base64="qZgxI3ri83DP7sYwbWUQ+gEhFD8=">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</latexit><latexit sha1_base64="qZgxI3ri83DP7sYwbWUQ+gEhFD8=">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</latexit><latexit sha1_base64="qZgxI3ri83DP7sYwbWUQ+gEhFD8=">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</latexit>
/ο£Ώ= 1.005
/ο£Ώ= 1.005
Ξ¦(t)
a , a
βb , b
βc , c
βsignal
Λ
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b
a sWLC readout conventional/uWLC readout
Figure 3.8: Microwave axion detector and the Bode plots for signal transfer functions. a, Circuit diagram of an axion detector (dashed box on the right) attached to a quantum amplifier (dashed box on the left). The parametric amplifier is achieved by Josephson 3-wave mixer indicated by theΓsymbol in the figure, with Ξ¦(π‘) indicating time-depending external flux that act as parametric pumping (see Figure 9 of Ref. [59]). Coupling βsWLC readoutβ to a continuum results in a sWLC, while keeping βconventional/uWLC readoutβ coupling to a continuum results in uWLC, and for comparison, using βconventional/uWLC readoutβ without coupling to βquantum amplifierβ results in a conventional detector. b, Bode plot of the transfer function from βsignalβ to βsWLC readoutβ with π = 10πΎπ and πΎπΏ = 0 (lossless), with the black lines representing signal transfer function of conventional detector for comparison. Note that the light blue lines represent an unstable parameter setting in sWLC scheme.