Abstract
In future fusion reactors, heating system efficiency is of the utmost importance. Photo-neutralization substantially increases the neutral beam injector (NBI) efficiency with respect to the foreseen system in the International Thermonuclear Experimental Reactor (ITER) based on a gaseous target. In this paper, we propose a telescope-based configuration to be used in the NBI photo-neutralizer cavity of the demonstration power plant (DEMO) project. This configuration greatly reduces the total length of the cavity, which likely solves overcrowding issues in a fusion reactor environment. Brought to a tabletop experiment, this cavity configuration is tested: a 4 mm beam width is obtained within a length cavity. The equivalent cavity factor is measured to be 0.038(3), thus confirming the cavity stability.
© 2018 Optical Society of America
1. INTRODUCTION
Within the context of the crucially increasing energy needs, the International Thermonuclear Experimental Reactor (ITER) project [1] was launched in 1985 and is under construction in the south of France. ITER is an experimental reactor aiming at the development of fusion energy corresponding to a power of during about 1000 s. This naturally raises the question of the next step toward a demonstration power plant (DEMO) [2], which shall be the first real fusion power plant connected to the electric network to demonstrate electricity production over long periods. For a long term operation, during which the fusion reactions have to provide 1.5 GW of thermal power, additional plasma heating of 150 MW is required. Two heating systems are, so far, being considered: (i) antennae injecting high-power microwaves, which transfer energy to the plasma charged particles by resonant interactions. Located near the plasma, these antennae undergo high thermal loads. (ii) The neutral beam injection (NBI) system, which injects high-energy neutral atoms into the plasma core, the energy of which is transferred to the plasma particles by collisions. This system has the advantage to be far from the plasma core, and it is foreseen to be the main heating system in DEMO.
As a matter of fact, unlike ITER, the overall efficiency of the DEMO NBI system is a key parameter. It directly impacts on the net electrical power produced by the reactor and the electricity cost. In fact, in ITER neutrals, are generated by accelerating negative ions up to 1 Mev before being neutralized in a gaseous cell. While diffusing along the NBI system, injected gas causes important losses through different mechanisms, thus limiting the injector efficiency to less than 30% [3]. Photodetachment was proposed as an alternative to gaseous neutralization [4] and represents a possible breakthrough to the ITER low NBI system efficiency, since it offers a potentially high beam neutralization rate (), limits losses, and allows the recovery of non-neutralized negative ions [5,6]. Hence, 60% would be foreseen as the efficiency of the future DEMO NBI photo-neutralization-based system [7].
However, photo-neutralization has an obvious drawback: the weakness of the photodetachment cross section [8] combined with the high velocity of accelerated ions push the required optical power for an interesting neutralization rate up to the megawatt range. Meanwhile, the actual power consumed by the photodetachment process remains in the watt range for a beam of tens of amperes. Optical cavities clearly appear as adapted to this issue, offering the possibility to load high optical power in a well-defined optical mode [9]. A suitable configuration representing a compromise among optical stability [10], reduction of optical power, and overlapping with the ion beam was identified to be a four times refolded half-symmetric resonator () (see top part of Fig. 1) with an intra-cavity beam radius to less than 10% for in order to guarantee the homogeneity of the neutral beam. The cavity total length is , and the stored optical power is 3 MW [11], reached thanks to a finesse of 10,000 and an injected laser in the kilowatt (kW) range.
DEMO is expected to be a complex machine, in which important overload issues might be encountered, and 25 m per cavity arm might not be available. Keeping the same intra-cavity beam radius, i.e., maximizing the laser–ion beam overlap, while reducing the arm’s length, pushes the cavity toward the marginal stability area (). This is a well-known issue encountered in second generation gravitational wave detectors, for which power and signal recycling cavities accommodate a large beam radius () on a short distance ( few meters). The stability of these cavities is critical, since it impacts on the detection efficiency [12]. It was proved that adding an adequate telescope is likely to stabilize these cavities without significantly increasing their lengths, while providing the same beam radius to the Michelson interferometer [13,14]. This issue was also encountered in pulsed dye laser cavities accommodating a combination of a telescope and a grating [15]. The aim of this paper is to show that the DEMO NBI cavity can be shortened to thanks to the same procedure (see bottom part of Fig. 1). In the general cavity configuration, the stability can be characterized by the round trip Gouy phase [10]. In the second section, we explain how a telescope can keep the cavity away from the marginal stability area, and three specific configurations are analyzed. In the third section, the optimum configuration is inferred from a calculation based on the matrix formalism [10]. Several criteria required by the NBI system are considered, and the target of a 30 m long cavity is reached. Based on an obvious scaling law, the same stability condition can be brought to an optical bread board cavity. An experimental setup is implemented, which is described in the fourth section. The cavity round trip Gouy phase is measured with 16 mrad accuracy. This will be the subject of the fifth and final section.
2. INTRA-CAVITY TELESCOPE: A SIMPLE APPROACH
The stability of a two mirror cavity is a textbook case: the condition expresses that a mathematical paraxial Gaussian mode that is superimposed on itself after a round trip mathematically exists [10]. It is assumed that the areas and correspond to marginal stable cavities, i.e., configurations that are very sensitive to misalignment like effects (mismatching, mirror surface defects). These stability areas can roughly be bounded, since misalignment like effects closely depend on the cavity configuration and not only on the factor. However, it is experimentally agreed that configurations corresponding to allow optical power matching close to 100%.
In the general case, the stability of a cavity configuration is measured by the round trip Gouy phase [16,17]. In fact, the stability of the cavity is directly related to its ability to lift the degeneracy between the fundamental mode and the first higher-order modes. Thus, for a non-degenerate cavity, misalignment like effects do not couple energy into intra-cavity first higher-order modes [beam shift and tilt into (, ) Hermite–Gauss mode, longitudinal mismatching into (, , ) [18]]. Let be the fundamental cavity mode Gouy phase and the resonance frequencies spacing between the fundamental mode and . The resonance condition gives [10]
where designates the cavity free spectral range. Therefore, the degeneracy lift condition implies to move far from . In the following, we shall consider optical cavities as stable when the factor is outside the marginal stability area.The cavity considered here is represented on Fig. 2(a). The intra-cavity beam expands along the telescope , where the Gouy phase is mainly accumulated, thus stabilizing the cavity with respect to the hypothetical cavity made of the section. Before going on to the rigorous calculation of the Gouy phase based on the matrix formalism [10], we propose to give some Ref. [19] like estimations on the cavity stability. First, we neglect the astigmatism effect related to angle between the incident and reflected beam. Thus, the system is equivalent to the cavity represented on Fig. 2(b), for which the mirror is replaced by a lens the focal length of which is half of the radius of curvature of , i.e., . In the section, the waist is located on the flat mirror . In the paraxial approximation, its image through the lens represents the beam waist in the section. According to [19], we have with the notation used in Fig. 2(b):
and where and are the beam waists in, respectively, the and sections. is the beam Rayleigh range, and is the laser wavelength.We start with the particular configuration , which implies . This means that the two waists on both sides of the lens are located on the focal planes and coupled regardless of the beam radius . This case requires to be flat, i.e., and is similar to the two mirrors confocal cavity [20]. Obviously, for a concave mirror , i.e., , vanishes to have a Gaussian beam waist on a curved mirror. According to Eq. (3), goes to infinity. No cavity can close up if is slightly moved to the left hand side. Whereas, slightly increasing brings to a finite value, whilst keeping an interesting magnification factor . Finally, for a subparallel beam in the section, increasing does not change the cavity configuration for . Thus, at the first order in , Eqs. (2) and (3) give and , which simply represents the Fraunhöfer diffraction limit [21], while considering the beam width unchanged in the section. We then infer that the beam just after the right side of the lens represents a diffracted far field with respect to the beam waist position , and that the Gouy phase accumulated between and the mirror is . Finally, since , , the round trip Gouy phase is
It then appears that the whole cavity stability is related to the factor of the hypothetical half-symmetric cavity given by through its Gouy phase [10]. With the same sense of purpose, we can associate an equivalent factor to the whole cavity, namely, , related to its Gouy phase , and Eq. (4) gives .
Considering the hypothetical cavity , the beam waist is given by
which gives two conditions on and for the cavity to exist:During the former proof, was asymptotically removed, whereas is shown to be close to . Hence, the cavity configuration depends only on three parameters: , and their acceptable values. Note that shortening the subparallel beam cavity section down to 30 m requires us to keep the telescope section very short, i.e., , and . We then set the maximum value of to 10% of the whole cavity length, i.e., . With some algebra, one gets
The NBI requires and a stable cavity, i.e., , we obtain , which is hardly available for standard high-quality mirrors. Therefore, is to be brought as close as possible to zero or one, although evolves slowly with . We arbitrarily choose the value , since it is small enough to increase to acceptable values (for , we have ) and offering some latitude with respect to the marginally stable area . The case when close to 1 is symmetric within this approximation and appears not to be in the full calculation analysis developed in the next section.
It is worth taking a look at how depends on in the region. Since , we have . So, combining Eqs. (3) and (5) gives to the first order in :
In Fig. 3, Eq. (8) is displayed for different values of , corresponding to the condition . Interestingly, higher values of imply a higher sensitivity to a slight variation of ; this sensitivity increases when decreases. This provides confirmation on the validity of . In the next section, we conduct the rigorous calculation based on the matrix formalism.
3. CAVITY CONFIGURATION BASED ON THE ABCD MATRIX FORMALISM
The matrix formalism was initially invented for ray propagation in paraxial optical systems before being generalized to the propagation of Gaussian beams [19,22]. So far, several interpretations have been given to this formalism and its relationship with the Fresnel diffraction theory (see, for example, Refs. [23,24]). It has been extended to lossy optical systems and also applied to atomic matter waves [25].
The matrix formalism corresponds to a linear optical element to a matrix of unity determinant, which describes how it transforms a Gaussian beam. Let an optical element be described by the matrix:
and let a pure Gaussian beam be described by its complex parameter [10]. The resulting Gaussian beam is then given by the transformed parameter:Obviously, a series of optical elements is described by the corresponding products of matrices. In the following, we apply this formalism to the lens-based cavity represented in Fig. 2(b), for which no astigmatism is considered.
A. Lens-Based Cavity
Choosing the mirror as the reference plane, the round trip matrix is calculated (see the supplemental material 8.A for explicit results). The cavity eigenmode is obtained using Eq. (10) to be
The index “1” stands for the mirror on which cavity Gaussian mode is defined. The last equation admits a single physical solution given by
can be interpreted as the cavity stability factor since a real solution exists provided the condition . More specifically, Eq. (12) implies
In addition to the propagation phase, the Gouy phase appears as the argument of the wave complex amplitude ratio after a single round trip. With the notation of Ref. [10], the latter is given by
where depending on the sign of . Since the cavity is assumed to be loss-less, we have obviously . Therefore, we have with the notation of Section 2,In order to establish the value of , is propagated using the matrix from the mirror to the mirror (see 8.A Supplemental Material for explicit results). With some algebra, we get
B. Effect of Angle
We now consider the mirror-based cavity represented on Fig. 2(a). is the angle between the incident beam on and its reflection. Hence, the impinging beam on sees two different radius of curvatures in the tangential and the sagittal planes, i.e., , and [26]. Therefore, the cavity admits for each plane a different round trip cavity matrix and simply obtained by replacing the corresponding radius of curvature in Eq. (A1). To each matrix corresponds a “half-” cavity mode, which implies in the general case both astigmatism (the two modes have different waist position) and ellipticity (the two modes have different waist values). In the following, we get particularly interested in the effect of angle on the cavity stability. To this aim, we consider the round trip amplitude ratio which becomes
For small angle , the radius of curvature seen by the sagittal “half-” mode changes by , whereas for the tangential “half-” mode changes by . Based on the approximate Eq. (8), the factor undergoes a variation . With some algebra, we obtain the first order,
with , and . Since , both real and imaginary parts of and keep the same sign as for the case . With , we obtain the second order of :Obviously, , and we infer from Eq. (15) that . Angle is estimated to be , and . The effect of angle is then negligible.
C. Numerical Investigation
In the following, , and we study the three specific cases (, ), (, ), and (, ) previously identified. On Fig. 4, , , and (beam radius on mirror ) are displayed as functions of the parameter .
The condition appears to have two solutions for each case: a solution corresponding to the simple calculation conducted in Section 2, and a solution, which simply corresponds to the half-near-concentric hypothetical cavity, i.e., . The second solution is particularly interesting, since it offers a times larger beam radius on mirror than the first solution, i.e., less thermal load [27]. However, in case the condition, is considered as strict, and the second solution corresponds to the in the three considered cases. But, if a slightly smaller beam is acceptable, can be brought below the critical value of 0.98. This is only possible for the case , for which the slope with respect to is low enough to offer the required latitude, allowing a significant variation of . Hence, the configuration (, ) appears to fit the best with the system requirements.
The effect of angle has been investigated by slightly varying the value of in the interval . The variation is kept below , and, as expected, the effect on the cavity stability is negligible. Moreover, the ellipticity along the cavity is kept close to 1 within less than 1%, which is delicately measurable. Therefore, we can neglect the effect of angle for the considered configurations. However, it is worthwhile to outline that some configurations show important astigmatism, which needs to be compensated [28].
4. EXPERIMENTAL SETUP AND PRELIMINARY CHARACTERIZATION
A. Setup
In this section, we propose to set up a table-top-telescope-based cavity. In order to bring the to a meter scale experiment, while keeping the same stability property, we use the following rule: for a length scaling factor , the radii of curvature follow the same scaling factor , while beam radii are multiplied by in order to keep the ratio cavity length to the Rayleigh range unchanged. We choose the injector configuration (, , ) as a starting point, and it is given in the second column of Table 1. The third column applies the scaling law to bring the cavity length to . , thus obtained is at the limit of the paraxial approximation [10]. Therefore, we would rather use more common values for and , while adjusting to keep the same beam waist . The obtained cavity is closer to the instability threshold, and the condition is lost (see the fourth column of Table 1).
Displayed in Fig. 5, the experimental setup to test the cavity configuration is described above. It accommodates a common injection system made of (i) a single frequency Yb-doped fiber laser providing a single mode beam at , (ii) a Faraday isolator allowing the detection of the cavity reflected beam, (iii) a lens-based mode adaptation system, and (iv) alignments mirrors. As for the injection mirror , the mirror was chosen to be partially transmissive in order to monitor the intra-cavity beam in both arms. The mirrors’ power reflectivity was then measured to be , , and (measurement uncertainties are not important in the following). Hence, the cavity finesse and its power reflectivity at resonance differ from the two mirrors’ cavity case and read
while neglecting intra-cavity losses. We then obtain , and the contrast . In the following, we proceed with the characterization of the different aspects of the cavity.B. Measurement of the Cavity Contrast
The cavity contrast is measured by monitoring the reflected beam while modulating the laser frequency. The best result was obtained by optimizing both the positions of the matching lenses and the injection mirrors, and the optimum was . The power dispatched on non-resonant higher-order modes, which are due to residual misalignment and mismatching or simply to the initial non-Gaussianity of the laser beam, explains 8% of the contrast defect. The remaining 7% could be explained by intra-cavity losses of a few 100 ppm due to the decay of the mirrors’ coatings under a non-purified environment.
C. Output Beams
Output beam diameters were measured through mirror by using a WinCamD Series beam profiling camera [29]. A simultaneous caption of these beams passing through a diminishing lens is displayed on Fig. 6(a). Taking into account the mirror width, one can calculate the expected beam diameters using ABCD propagation laws and find for beam (1), and for beam (2). In order to measure beam radii, the cameras were placed separately at 10 cm from the output mirror on each beam. Based on a fit procedure provided by the camera software [see the lower part of Fig. 6(b)], and were determined with an accuracy estimated at , which is much lower than the accuracy on the theoretical estimation. We obtain , and , which is compatible with the theoretical calculations. With so low accuracy, no conclusion can be inferred from these measurements. However, the authors thought that this is worth being reported.
5. CAVITY STABILITY
According to Eq. (15), the equivalent factor is related to the cavity Gouy phase through
where, in our case, is expected to be close to 0, i.e., is close to 0. If we consider to be the error on the Gouy phase measurement, we have to find the second order, which shows that the measurement of must be accurate enough to keep , otherwise becomes a potential value, and this cavity stability estimation is no longer valid. As a matter of fact, considering the uncertainties on and (manufacturer data), 0.5 mm on and , and the effect of the angle being negligible according to Section 4.B, the Gouy phase and the corresponding equivalent factor of the cavity are estimated to be living a probability of 15% for the cavity to be outside the stability range defined in Section 2.In the following, we show that estimating the Gouy phase, known to be a standard experimental procedure, turns out to be complicated when the accuracy represents an important issue.
A. Principle of the Measurement
The standard procedure to measure the cavity Gouy phase is based on the measurement of the following:
- • The resonance frequency of the first-order mode (or ) coupled into the cavity by a slight misalignment of the injected beam at the th given by
is assumed to be the same for the fundamental and first-order modes.
The Gouy phase is then given by
which is in compliance with Eq. (1). However, this is only valid for an axisymmetric cavity. In the following, we treat the case of our astigmatic cavity.B. Astigmatic Cavity
As described in Section 4.A, the Gouy phase is the angle of the amplitude ratio on a round trip . In order to take into account the cavity refolding, we generalize Eq. (17) to an arbitrary Hermite–Gauss mode :
Thus, Eqs. (24) and (25) are generalized to
With some algebra, we show that the Gouy phase is given by
which shows that three measurements are, henceforth, required to determine and are likely to increase the uncertainty on the Gouy phase measurement. Therefore, we choose to stick with the - and -peaks-based measurement, which gives where appears as a systematic error, the accuracy of which depends on the uncertainties of the curvature radii, the cavity sections lengths, and the angle . We shall see that the uncertainty on is negligible, making this method more accurate than the three peaks-based measurements.C. Measurement Procedure
Experimentally, the laser frequency is scanned while observing the coupling efficiency through, for example, the cavity reflection. In Fig. 7, the reflection signal of the cavity is displayed, while modulating the laser frequency by applying a voltage on a piezoelectric transducer (PZT) actuator provided for such a purpose. For want of a frequency reference, measuring the frequency differences involved in Eq. (26) consists of measuring the applied voltage on the PZT actuator. There is no need for an absolute measurement of the laser frequency or the cavity length in the perfect case. However, two issues could potentially arise:
- • Both laser frequency and cavity length are likely to fluctuate during the scan of the resonances.
- • The PZT response can show an unknown nonlinear behavior, preventing the accurate determination of the resonance’s detuning.
In Appendix A.2, we show that if the modulation frequency is correctly chosen, the Gouy phase is given by
where is the laser frequency response at the modulation frequency and the applied voltage . is the applied voltage for reaching the resonance for the mode at the order . In the next section, the function is determined, and an accurate measurement of the Gouy phase is inferred.D. Determination of the Function
One should note that by changing the time , at which the measurement is done, the voltage [which is a solution of the implicit Eq. (A6)] changes. For lack of having a complete scan of the function , this allows us to have several realizations of
provided can be considered as constant (see Appendix (A2) for more detail). In fact, the fluctuation of () is smaller than the accuracy , with which it is measured ( is the error on the length measurement, the cavity being composed of two arms). Hence, the cavity shall be considered as a length reference within the accuracy .For a given frequency , sets of data were taken at different times made of peaks, corresponding to the voltages , surrounding two peaks, corresponding to the voltages .
Let be a column vector defined by
which is to be “minimized” by an adequate choice of the function , according to the norm. Following the optimization theory [30], the normalized is written as where the factor is the number of terms of the vector, is the number of the fit degrees of freedom, and designates the variance–covariance matrix of .To determine , we assume it is a polynomial function of order :
with , according to its definition. We then perform a fit of the data while increasing and stop when the fit is satisfactory. The definition of being dependent on , we choose in the following to treat the case , under which the fit is inconsistent. We shall then write , , and . On the other hand, designates a rough estimation of the linear response at a low frequency of the fiber laser while being injected into a reference cavity. Let , which is computed by solving the equation,The solution shall be noted as . The probability distribution has a mean value equal to one with a standard deviation . Hence, the fit is considered as valid when
Whereas the case is simply rejected, the case means that the uncertainties on the measurements are overestimated.
In practice, for , the cavity is perturbed by air turbulence, and its resonances are difficult to acquire. For , the uncertainty on the voltage measurements is roughly estimated by considering each peak width. For each modulation frequency , the uncertainty on the voltage measurement is uniform for the corresponding set of measurement points. The blue marks on Fig. 8 represent with respect to and the corresponding . For , is higher than the upper limit of the confidence range (represented by the dashed lines) and is simply rejected. This might be explained by an important distortion of the modulation signal for frequencies close to the system mechanical resonance. For , 400, 500, 600, and 700 Hz, is beneath the lower limit and needs to be re-evaluated. In fact, since the cavity is considered as a length reference, is the unique uncertainty that operates for a given modulation frequency . We choose to decrease until reaches the lower limit of the confidence range (red marks on Fig. 8). Henceforth, all sets are considered as valid.
Thanks to the fit procedure, , , and are determined and are represented in Fig. 9. Whereas uncertainties in are too important to reveal a distinguishable behavior, and clearly decrease (in absolute value) with respect to . The function is displayed on Fig. 10 and clearly shows a nonlinear behavior with respect to decreasing with respect to . Moreover, the modulation efficiencies decreases with with an increase in the nonlinear behavior. The system acts as a nonlinear low-frequency filter.
With the function now computed, we use and to calculate the set of Gouy phases . From Eq. (A10), it becomes
and the variances are inferred from Eq. (A12). Thereafter, for each frequency , we define as the average of , which has to take into account that was calculated from Eq. (A13). This average is inferred from an optimization procedure: we fit the distribution with a horizontal line. This fit admits the normalized : for which is the unique degree of freedom. represents the variance–covariance matrix of the set . In practice, the latter is hard to compute and to handle and needs to be approximated. Considering that all terms in the set are independent, the average reduces to where represents the weight of the term . A variance corresponds to :In order to estimate the effect of correlations between different , we apply Eq. (A12) to . The variance thus obtained is compared to , and the relative difference indicates the correction to be made on the weight of each term . Then, the average is likely to scan a supplemental range of . At the end, we obtain the average with a variance . Results are displayed with blue marks on Fig. 11.
Finally, since all measurements for different modulation frequency are independent, the average is simply given by
to which corresponds the varianceNumerically, we obtain within , which the red mark corresponds to in Fig. 11. As can be seen on this figure, are sharply distributed. The spread of the measurements dots is quantified by
with a standard deviation . Hence, both measurements and the data processing are validated.The calculation of the systematic error is straightforward. Its uncertainty is estimated using Eq. (A12) with respect to , where . It turns out that the uncertainty on is dominating, and we obtain . At the end, the Gouy phase of the refolded cavity and the corresponding equivalent factor are
The accuracy is then increased by a factor of 20 with respect to the theoretical estimation in Section 5, and we conclude that the cavity is certainly stable.
6. THERMAL EFFECTS ISSUE
Thermal effects in the photo-neutralization cavity for future NBI was partially addressed in Ref. [11]. The surface distortion of a mirror undergoing an impinging 3 MW beam was considered, and the thermal compensation system was proposed. Except for the input mirror, this compensation can be used for both configurations displayed in Fig. 1. However, these configurations have an important drawback if used on a NBI: each folding mirror sees incident beams, which increases the impinging power up to 6 MW instead of 3 MW. The ring cavity (top of) configuration is the alternative to be adopted. It can also be extended to the telescope-based cavity (bottom of Fig. 12). New astigmatism issues related to the injection mirror are expected, but should not affect the cavity stability.
7. CONCLUSION
Fusion reactors are a concentration of technology covering different areas. One of the main issues is to make all these systems coexist in a reduced volume. As metrological systems, optical cavities for photo-neutralization of negative ions in NBI are to be adapted to the harsh environment of fusion reactors. In this paper, we demonstrated that a telescope-based cavity in a neutral beam injector is likely to reduce space issues in the environment of a future fusion reactor. A key point in this configuration is the stability of the cavity despite the fact that its length is much shorter than the Rayleigh range within the useful part. This stability is characterized by the round trip Gouy phase, which must be kept far from . A meter scale telescope-based cavity was settled. Its Gouy phase was measured to be 2.750 rad with a standard deviation of 16 mrad, thus confirming its stability.
APPENDIX A
1. Round Trip Matrix
matrices related to propagation and reflection on a spherical diopter can be found in Ref. [10]. The round trip matrix is then given by
Therefore, we get
is computed by propagating the Gaussian beam from to following the matrix:
We similarly get
2. Laser Frequency to Voltage Response
Both laser frequency and cavity length are random processes with respect to the time , whereas the laser frequency response is assumed to be deterministic. With the hypothesis and notations of Section 2, is sensitive to the cavity length fluctuation through
So, in our case, we get , since . On all time scales, , giving , which is much smaller than the accuracy we are aiming at. Thus, shall be considered as independent of the cavity length fluctuation. In order to define the cavity resonance frequency, we assume that all measurements are performed within a time scale much longer than the photon lifetime inside the cavity at . We then define as the moment at which the resonance frequency of the cavity is reached for the mode for the interference-order . At resonance, we have the relationship,
where refers to the laser frequency without modulation. Two frequency algebraic differences are required for the determination of the Gouy phase: andIn the two previous equations, only , , and are directly measured, and all other parameters are unknown. If the modulation frequency is chosen so the fluctuations of and can be neglected, i.e., , and , these equations are greatly simplified:
and combined to give Eq. (31), while identifying .3. Variance–Covariance Matrix
In this section, we calculate the matrix . Let us first remember the principle of uncertainties propagation. For a set of random variables of mean value and correlated according to the covariances (variances are ), the function admits:
Each diagonal element is the variance on a measurement of type with and independent variables having a common standard deviation (in practice, is constant for a set of data ). Assuming as a polynomial of the third order (see Section 5.D for notations), one reads
An approximation of the last equation can be given by only considering the linear PZT response,Non-diagonal element corresponds to the covariance of the two terms and for . Since all experimental measurements are independent, the covariance between terms is given by measurements they have in common. The terms imply that either data of the form where both and are in common or the date of the form and , where only is in common. We then obtain
Its order of magnitude is given by
For the terms and , the covariance reduces to . In practice, we have , depending on and . Thus, , making the determination of the function limited by the error on the voltage measurements. Hence, the matrix can be approximated by
where terms are neglected, and Eq. (34) reduces to with , andThis simplification allows analytical computation of . In fact, by defining for , 2, and , 2, 3, we get with some algebra,
4. Numerical Determination of the Function
For , the function is determined by the vector solution of the set of equations . These equations are non-linear, since and are dependent. However, we can use an iterative procedure to easily solve them:
- • is injected into and , which becomes constant. The set of equations are then linear and solved.
- • The solution is injected then into and and so on.
Few iterations are sufficient to stabilize the solution, which shall henceforth be noted as . The latter then reads , where is a too complicated matrix to be explicitly written here, and
The computation of the variance–covariance matrix is based on the uncertainty propagation principle:
Funding
Agence Nationale de la Recherche (ANR) (ANR-13-BS04-0016-01); H2020 Euratom (EURATOM) (633053); Fédération de Racherche sur la Fusion par Confinement Magnétique (FR-FCM).
Acknowledgment
The authors gratefully acknowledge interesting discussions with Alain Simonin and Nelson Christensen. The views and opinions expressed herein do not necessarily reflect those of the European Commission.
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