Observation of the nonlinear phase shift due to single post-selected photons
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1 Observation of the nonlinear phase shift due to single post-selected photons Amir Feizpour, 1 Matin Hallaji, 1 Greg Dmochowski, 1 and Aephraim M. Steinberg 1, 2 1 Centre for Quantum Information and Quantum Control and Institute for Optical Sciences, Department of Physics, University of Toronto, 60 St. George Street, Toronto, Ontario, Canada M5S1A7 2 Canadian Institute For Advanced Research, 180 Dundas St. W., Toronto Ontario, Canada M5G1Z8 NATURE PHYSICS 1
2 FIG. SI-1. Imperfect detector. To take into account the collection and detection inefficiencies, the imperfect detection can be modelled as a beam-splitter followed by an ideal detector. Inferred average photon number in the interaction region. In order to calculate the most probable number of signal photons interacting with the probe, one can use Bayesian inference to obtain the conditional probability of having had n ph photons in the interaction region given the occurrence ( yes ) or lack ( no ) of a signal photon detection event ( click ) after the interaction: P (n ph no) = 1 P (no n ph )P (n ph )=e (1 η) α 2 α 2n ph (1 η) n ph (1) N 0 n ph! P (n ph yes) = 1 N 1 P (yes n ph )P (n ph )= e α 2 α 2nph 1 e η α 2 n ph! (1 (1 η) n ph ), (2) where N 0 and N 1 are normalization factors, η is the overall collection and detection efficiency, and P (n ph ) = exp( α 2 ) α 2n ph /nph! is the incident signal photon number distribution with average α 2. To understand expressions 1 and 2 better, one can model an imperfect detector as a beam-splitter followed by an ideal detector; see Figure SI-1. The reflected mode of the beam-splitter represents the loss of photons in the collection and detection process. The transmission coefficient, η, characterizes the overall efficiency of the post-selection process. If a coherent state, α, is incident on the beam-splitter, the state that reaches the ideal detector is ηα and the state of the reflected (undetected) mode is 1 ηα. In the absence of a click, the transmitted mode is projected into a vacuum state and the photon statistics is completely given by the reflected mode; therefore, expression 1 is simply the photon number distribution of this reflected mode. Registering one or more photons on the ideal detector modifies our knowledge of the photon number distribution. Expression 2 is a sum over the probabilities of detecting one or more photons on the ideal detector. 2 2 NATURE PHYSICS
3 SUPPLEMENTARY INFORMATION Using the conditional probabilities given above, one can calculate the average photon number in the interaction region in each case, n inf,no = n ph n ph P (n ph no) = α 2 (1 η), (3) e η α 2 n inf,yes = n ph P (n ph yes) = α (1+η 2 1 e η α 2 n ph where P sig (yes) = 1 P sig (no) = 1 e η α 2 = n inf,no + ) η α 2 P sig (yes), (4) is the probability of a detection event. For low count rates, η α 2 1, the expression above reduces to n inf,yes n inf,no +1; the difference in the inferred average photon number between click and no-click events is unity, independent of both the detection efficiency and the average incident photon number. It is straightforward to include the effect of background photons: P sig (no) P sig (no)p bkg (no) and P sig (yes) 1 P sig (no)p bkg (no) where P bkg (no) is the probability of getting no clicks from background photons. The expressions derived above assume that the single-photon counter can only detect the presence of the photon. If one uses a photon-number-resolving detector then the inferred photon numbers are different, n inf,nc = n ph = n ph n ph P (n ph n c )= ( ) n ph P (n ph,n b n c )P (n b ) n ph n b n ph n b + n ph η nc (1 η) n b+n ph n c P (n ph )P (n b ) (5) n c n b where n b and n c are the numbers of the background photons and detected counts, respectively; and P (n b ) is the probability distribution of the background photons. For the case of incident Poission distribution with mean photon number α 2, and negligible number of background photons, this expression simplifies to n inf,nc = n c + (1 η) α 2. This means that every additional detected photon increases our estimate of the average inferred photon number by one. One should note here that our choice of the incident photon number statistics, P (n ph ), as Poission is justified by the fact that we are using pulses from a laser. This choice of NATURE PHYSICS 3 3
4 Δ F'=4 F'=3 Pr + Cp Sg + F=3 F=2 FIG. SI-2. Level scheme. The level scheme used to observe cross-phase modulation using the D2 line of 85 Rb atoms. The ac-stark shift due to the signal pulses, pulls the probe out of the EIT condition and this appears as a refractive index change proportional to the signal intensity. light source and statistics allows us to directly associate detector clicks to the existence of additional single photons in the interaction region, in certain limits, and consequently measure the nonlinear phase shift due to additional single photons. One can alternatively think about cross-phase modulation as a photon number detection process (and in a more general sense, electromagnetic field intensity fluctuation detection). In that case, different incident photon number statistics might be used and the same procedure can be repeated to obtain the average inferred photon number for different post-selection outcomes. Detuning-dependence of the cross-phase shift. Figure SI-2 shows the level scheme used for this experiment; the presence of an offresonant signal pulse introduces an ac-stark shift, which effectively detunes the probe field from resonance causing it to acquire a phase shift. Here, we are interested in the dependence of this phase shift on the detuning of the signal pulse. So long as the probe samples the linear portion of its refractive index profile, the detuning-dependence of the nonlinear phase shift will be the same as the detuning dependence of the ac-stark shift itself. In the limit of weak signal pulses and weak probe field, the ac-stark shift as a function of signal detuning, s, is given by, 4 NATURE PHYSICS
5 SUPPLEMENTARY INFORMATION ACS = Ω2 s s 4 2 s +Γ 2, (6) where Γ = 2π 6 MHz is the excited state linewidth and Ω 2 s is proportional to the intensity (and therefore the photon number) of the signal pulse. This detuning dependence has a dispersion-like shape that goes to zero on resonance and reaches extrema at one-half of the line-width, Γ. A second contribution to the detuning-dependence of the nonlinear phase shift arises from the non-vanishing atomic population in the ground state addressed by the coupling field. The population in each ground state of an EIT system is determined by the ratio of the coupling and probe field intensities. In our case, the probe intensity is sufficient to bring some population into the ground state addressed by the coupling and signal fields, which leads to finite signal absorption; see Figure SI-2. This leads to an effective number of signal photons in the interaction region, 1 e ds( s) N eff = N 0 (7) d s ( s ) where d s ( s )=d 0 Γ 2 /(4 2 s+γ 2 ) is the optical density of the signal transition at the detuning s and N 0 is the incident photon number. Here d 0 is the on-resonance optical density for the signal. contributions, The nonlinear phase shift is then proportional to the product of these two s Γ/2 1 e ds( s) φ( s )= 2φ m, (8) 2 s + (Γ/2) 2 d s ( s ) where φ m is a proportionality constant. Figure SI-3 shows the measured nonlinear phase shift as a function of signal detuning, along with fits based on all these contributions. The detuning dependence is measured for two different probe intensities, keeping the coupling intensity fixed. The fit parameters are d 0 =4± 2, φ m = 500 ± 100 µrad for low probe power, and d 0 =5± 2, φ m = 300 ± 40 µrad for high probe power. It can be seen that in the case of higher probe power the nonlinear phase shift is smaller because of the higher signal absorption. Theoretical value of the cross-phase shift. Previously, we showed theoretically that the temporal profile of the XPS expected for a single-photon Gaussian signal pulse with an rms duration of τ s interacting with an EIT medium with a response time of τ is given by 1 NATURE PHYSICS 5
6 High probe power Low probe power 200 XPS (µrad) Signal detuning (MHz) FIG. SI-3. XPS versus signal detuning. The nonlinear phase shift is caused by the ac-stark shift due to the signal pulses. Therefore, it has the same dependence on signal detuning as the ac-stark shift. This scaling also depends on probe power because more probe power results in a larger population in F = 3 ground state (see Figure SI-2) which means a larger signal absorption. The overall effect is broadening and smearing of the dispersion-like scaling at higher probe powers. φ(t) = φ ( 0 2τ eτ 2 s /2τ 2 exp( t/τ) 1 + erf(t/ 2τ s τ s / ) 2τ) (9) where erf(x) =2/ π x 0 dx exp( x 2 ) is the error function, and φ 0 = Γ σ at d (10) 4 s πw0 2 EIT is the integrated XPS per signal photon. Here, Γ is the excited state linewidth, s is the signal detuning, σ at is the atomic cross section as for the signal, w 0 is the beam waist, d is 6 NATURE PHYSICS
7 SUPPLEMENTARY INFORMATION Cooling5and5trapping 20ms Population preparation 0.5ms Free expansion 1.5ms Trap Repumper Magnetic5field gradient Probe5and5 coupling Signal Tagging 2.4us no5click click excluded FIG. SI-4. Measurement and atom cycle. The 85 Rb atoms are prepared in a magneto-optical trap using a cycle as explained in the text. During the free expansion time, signal pulses are sent into the interaction region every 2.4 µs, one shot, and the phase of the probe is monitored continuously. The interesting quantity here is the difference in the phase of the probe for cases that there is a signal single-photon detection, click, compared to the no-click cases. the change in the optical density for the on-resonance probe without and with a resonant coupling beam, and EIT is the full-width at half-maximum of the transparency. For our experimental parameters (Γ = 2π 6 MHz, s =2π 18 MHz, A/σ at = 3000, d = 2, EIT =2π 2 MHz, τ s = 40 ns, and τ = 250 ns) the XPS has a peak equal to 13 µrad. The response time of the EIT medium, τ, is inferred by fitting equation 9 to the transient behavior of XPS at high photon numbers. It is important to note that equations 9 and 10 assume low probe power. We include the effect of finite probe power in our experiment through its contribution to signal absorption as discussed in the previous section. Using equation 7, and given that the optical density as seen by the signal pulses is around 0.1, the expected value of XPS per photon is 11 µrad. Measurement and atom cycle. The atoms are first captured for 20 ms in the F = 3 ground state using a magneto-optical NATURE PHYSICS 7
8 trap (MOT) with a trapping beam red-detuned by 20MHz from the F =3 F = 4 cycling transition of the D2 line in 8 5Rb. Then, for 0.5 ms, this trapping light is tuned closer to the F =3 F = 3 transition so as to prepare the population in the F = 2 ground state. During this time, the magnetic field gradient is turned off (and kept off until the next recapture period) in order to avoid spatially varying Zeeman shifts, which would lead to dephasing of the EIT system. After this population preparation stage, all MOT beams are turned off, leaving the cloud to freely expand while the probe and coupling fields are turned on for 1.5 ms. The amplitude and phase of the probe field is continuously measured during this period. Short pulses of signal light (40 ns or 100 ns FWHM duration) are sent in every 2.4 µs, each pulse constituting one shot. After 1.5 ms, the probe, coupling and signal fields are turned off and the recapturing period begins again. The cross-phase shift that the signal pulses write on the probe field is obtained by splicing the 1.5 ms trace of probe phase data into 2.4 µs shots and averaging over many runs; see Figure SI-4. Tagging procedure. In order to see the effect of a post-selected single photon, we need to select out the shots that lead to the detection of a signal photon after the interaction. This is achieved by sending a bright flash of light into the probe detector conditioned on the click from the single-photon counting module (SPCM) that is used to detect these signal photons. This flash of light appears as a spike in the amplitude of the probe field and allows us to pick out the shots that lead to a single photon detection event. In order to exclude false positives arising from background counts of the SPCM, we use time-gating to accept only those clicks which occurred during the signal pulses themselves. A logical AND gate is used to do the time-gating, the output of which triggers the flash of light that enters the probe detector. Prior to the interaction, signal pulses pass through a polarizing beam splitter (PBS). One output of the PBS is further attenuated and sent to the atom cloud, serving as the single-photon-level signal pulses described above. The other output of the PBS is directed to a fast photo-diode, the electrical output of which goes to one input of the AND gate. The TTL output from the SPCM serves as the second input to the AND gate and in this way we can exclude clicks that arise from background or dark counts of the SPCM. Recalling that our probe detection scheme involves demodulation of the probe signal at 100 MHz, the flash of light used for tagging must contain a 100 MHz frequency component in order to make it through the demodulation. This is achieved by using the output of the 8 NATURE PHYSICS
9 SUPPLEMENTARY INFORMATION logical AND gate to switch on an AOM, which is driven at 100 MHz. Picking off the first and second orders of light passing through this AOM produces a 100 MHz beat signal that is then sent into the probe detector. The AOM driver is switched on for 200 ns, producing short bursts of light, which show up as spikes in the probe field amplitude. The output of the logical AND gate is delayed so that these spikes arrive at the probe detector during the subsequent shot. For this reason, we exclude all shots that follow a successful detection event. An important technical advantage of this method to select out shots containing single photons is that it is electrically decoupled from the phase measurement electronics to avoid any cross-talk between the two systems. 1 Feizpour, A., Dmochowski, G. & Steinberg, A. M. Short-pulse cross-phase modulation in an electromagnetically-induced-transparency medium. arxiv preprint arxiv: (2014). NATURE PHYSICS 9
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