On CMB B-modes and the Onset of Inflation
Noriaki Kitazawa

TL;DR
This paper explores how early inflation dynamics could cause observable suppression in large-scale B-mode polarization of the CMB, potentially detectable by future experiments like LiteBIRD.
Contribution
It introduces a semi-analytic method to study the impact of inflaton deceleration on primordial tensor perturbations and B-mode polarization spectrum.
Findings
Suppression of large-scale B-modes may be detectable with future probes.
The method highlights the physics behind the B-mode spectrum distortion.
Evidence suggests reionization knowledge is crucial for detection.
Abstract
The temperature perturbations of the cosmic microwave background radiation (CMB) appear systematically suppressed, at large angular scales, with respect to the prediction of the LambdaCDM concordance model. This behavior might be a glimpse of the inflaton deceleration from fast-roll at the start of inflation. If this were true, the spectrum of primordial tensor perturbations should be distorted in a corresponding way, with a suppression of large angular scale B-mode polarization that might be within reach for future probes like LiteBIRD. We investigate this scenario by a semi-analytic method based on a truncation of the B-mode polarization spectrum, which in our opinion has the virtue of highlighting the underlying Physics. We present some mild evidence that, with sufficient knowledge of the reionization process, the suppression of large-scale B-modes might be within reach.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
On CMB B-modes and the Onset of Inflation
Noriaki Kitazawa
Department of Physics, Tokyo Metropolitan University,
Hachioji, Tokyo 192-0397, Japan
e-mail: [email protected]
The temperature perturbations of the cosmic microwave background radiation (CMB) appear systematically suppressed, at large angular scales, with respect to the prediction of the CDM concordance model. This behavior might be a glimpse of the inflaton deceleration from fast-roll at the start of inflation. If this were true, the spectrum of primordial tensor perturbations should be distorted in a corresponding way, with a suppression of large angular scale B-mode polarization that might be within reach for future probes like LiteBIRD. We investigate this scenario by a semi-analytic method based on a truncation of the B-mode polarization spectrum, which in our opinion has the virtue of highlighting the underlying Physics. We present some mild evidence that, with sufficient knowledge of the reionization process, the suppression of large-scale B-modes might be within reach.
1 Introduction
The temperature perturbations and the polarizations of the cosmic microwave background radiation (CMB) around the K black-body profile encode invaluable information on the Universe at its early stages. In particular, they provide constraints on the dynamics of inflation, on the nature of dark matter and on the process of recombination. The CDM concordance model of Cosmology accounts well for CMB perturbations and polarizations, but also for other large-scale aspects of the Universe, including the present abundance of light nuclei (nucleosynthesis) and the present phase of acceleration [1].
One can extract a lot of important information from small angular scale perturbations and polarizations of the CMB. Yet, large angular scales contain pristine information on earlier times in the history of the Universe, although lower statistics and cosmic variance result in larger errors. A systematic suppression of temperature perturbations for multipole moments , corresponding to angular separations , has emerged independently in COBE, WMAP and PLANCK data [2, 3, 4, 5, 6, 7]. This CDM model driven by high- data predicts low- temperature perturbations that would be larger than the observed ones, so that this lack of power at low- is one of the so–called low- anomalies. Although the statistical significance of this low- suppression is not very high, it may be confronting us with deep hints on phenomena that occurred at the early stages of inflation (see [8] for a short review).
The CDM model rests on the Chibisov–Mukhanov [9] primordial power spectrum of scalar perturbations,
[TABLE]
where is the wave number of the perturbation, is a pivot scale, is the amplitude at the pivot scale and is the spectral index. The standard slow-roll inflation yields almost scale-invariant primordial power spectra, with a red tilt consistent with the value measured by PLANCK [10]. Since inflation must have ended, leaving way to a hot Universe by reheating, many phenomenological inflation models provide cut-offs in at larger . On the other hand, a cut-off (or some detailed structure) of for small values of could in principle account for the low- suppression, if the present horizon scale were exposing us somehow, by a remarkable cosmic coincidence, to perturbations reflecting the start of inflation. In the simplest models, inflation starts when a special scalar field, the inflaton, undergoes a transition from fast-roll to a slow-roll behavior driven by an almost flat potential (see [11] for example). The resulting deformations of primordial power spectra entail a typical cut-off in , which is to approach a –profile at small (a typical example is discussed in detail in [12]). The power cut is possibly accompanied by some signs of peculiar dynamics [13, 14]. The simple deformed power spectrum
[TABLE]
captures the gross features of the transition region, in a model independent way [13, 14], and the analysis in [15, 16] showed that the value
[TABLE]
fits reasonably well PLANCK data at large galactic latitudes. The determination of improves indeed with galactic masks that are larger than the minimal PLANCK standard one, and the value that we refer to here with the best statistical significance was obtained with a galactic mask blindly extended by about 30 degrees [15, 16].
The power spectrum in eq. (2) is part of a family of analytical power spectra introduced in [13, 14] to account for the transition of the Mukhanov–Sasaki potential from the negative values typical of fast–roll to the positive Coulomb–like barrier of slow–roll. A lack of power along these lines emerged, at weak string coupling and thus somewhat reliably, from “brane supersymmetry breaking”, a high-scale mechanism [17] that presents itself in String Theory [18] (for reviews see [19]). In the resulting scenario, a scalar is forced to emerge from an initial singularity climbing up a steep exponential potential, and its pre-inflationary deceleration provides a natural origin for the lack of power at small , which is typically accompanied, in the resulting scenarios, by pre–inflationary peaks. As in [15, 16], here we proceed from a phenomenological vantage point, but this scenario clearly lies behind our motivations. This “climbing scenario” actually translates into a family of power spectra that depend on the initial conditions for the inflaton, as described in [13, 14]. Still, the simple spectrum of eq.(2) captures their generic behavior in the transition region.
The primordial tensor power spectrum is also affected by the transition from fast–roll to slow–roll, in such a way that, locally, the tensor-to-scalar ratio can grow by about one order of magnitude in the region [16]. However, in the spirit of the preceding considerations, here we shall ignore this subtlety and, in order to capture the gross features of the phenomenon, we shall resort to a similar parametrization,
[TABLE]
with the same scale but with a different amplitude and involving the different tensor spectral index , for which we abide to the standard notation. It is known that the amplitude of tensor perturbation is small, with a tensor-to-scalar ratio here characterized by [10], so that one can not see the effect in correlations between temperature perturbations and E-mode polarizations, where scalar perturbations dominate. On the other hand, in correlations of B-mode polarizations, namely or , the contributions of tensor perturbations dominate over those of scalar perturbations, especially in low- region. Matters are indeed complicated by the fact that, in the region of , large contributions to B-mode polarizations of scalar perturbations induced by gravitational lensing dominate over those from primordial tensor perturbations [21]. As a result, the distortion of the primordial tensor perturbations of eq.(4) can directly reflect on only in the region of . The extent of this effect depends on the actual value of tensor-to-scalar ratio and the actual magnitude of the lensing effect. In this paper we work with and assume that the lensing effect is negligible, or subtracted somehow by some theoretical and observational estimates.
The primordial CMB radiation is not expected to be polarized, and polarization is induced via the process of Thomson scattering with free electrons. The free electrons needed for the polarization at small angular scales are produced in the process of recombination, which did not perfectly neutralize the Universe, so that a certain amount of electrons and ions remained available to affect the CMB polarization. The density of these free electrons was diluted by the expansion of the universe, while the free electrons inducing polarization at larger angular scale perturbations, , were produced in the process of reionization. Therefore, a proper knowledge of the reionization process impinges on this route to attain further evidence for the start of inflation.
In this work we investigate the B-mode polarization power spectrum , concentrating on the region of . We use the semi-analytic method pioneered by Polnarev [22], with a truncation that clearly highlights the underlying Physics. Comparing predictions resting on the power spectrum of eq. (4) with those of CDM model, we provide some evidence to the effect that cosmic-variance limited measurements by LiteBIRD, for example, might be able to provide further indirect evidence for these types of manifestations of the start of inflation. In the next section we describe our semi–analytic estimate of the B-mode polarization power spectrum . To this end, we introduce a convenient truncation, at the price of sacrificing quantitative precision. This simplified procedure is possible, since we concentrate on the low- region, and the period of time evolution is merely from typical red shifts corresponding to the start of reionization to the present epoch. In section 3 we present B-mode polarization power spectra, taking into account several possible decorations of the primordial tensor power spectrum of eq. (4). We also investigate how details of the reionization process can affect the results. To this end, we consider the effects on the value of and of the difference between instantaneous reionization and slow increase of the free electron density, while keeping the optical depth constant at the value [10]. In the last section we conclude with a discussion of the possible statistical significance of this type of insights on the start of inflation.
2 The Semi–Analytic Strategy
We follow the formalism pioneered by Polnarev in [22], where he introduced the Boltzmann equation for an array of occupation numbers of polarized radiation. The formalism is a counterpart of the semi-analytic formalism for temperature perturbations pioneered by Mukhanov [23, 24]. In the following we are going to use the formalism without providing a detailed review, which the reader can find in [25] and in the review sections of [26, 27, 28].
The Boltzmann equation for the time evolution of photon occupation numbers encoding the evolution of polarization as they propagate in the background of tensor perturbations and free electrons is
[TABLE]
where is the conformal time of the metric
[TABLE]
with tensor perturbations , is a unit vector pointing toward the sky in the direction of the photons to be observed, and
[TABLE]
with . The components of , , and , are defined by the squared amplitudes of the electric fields of radiation, , and , divided by . The frequency of CMB radiation that we are supposed to observe in this work is with small . Note that is not a vector in space, but simply an array. The first term of is the background contribution of the occupation number of black-body radiation
[TABLE]
and describes perturbations or fluctuations around it. The right-hand-side of eq.(5) describes the effect of Thomson scattering with
[TABLE]
and , where is the Thomson scattering cross section, is the number density of free electrons, and is the scale factor.
The key observation in [29] is that for a plane wave perturbation
[TABLE]
with “plus” polarization , for example, the fluctuation is described as
[TABLE]
using specific basis arrays of
[TABLE]
by virtue of a special structure of the matrix and . Therefore, the Boltzmann equation reduces to the following two equations for and .
[TABLE]
[TABLE]
where
[TABLE]
is called the “source function”, and
[TABLE]
The time dependence of tensor perturbations is determined by
[TABLE]
with the initial conditions given by primordial tensor power spectra (neglecting the dumping effect through anisotropic inertia [30], for simplicity).
Almost the same is true for the case of plane wave perturbation with “cross” polarization. Note that more precisely the tensor perturbations are described as
[TABLE]
with stochastic variables following and the above should be identified as . Every quantity with the dependence of wave number is considered to be introduced through the expansion with the same stochastic variables .
The polarization tensor is described as
[TABLE]
where and are perturbations of Stokes parameters given by
[TABLE]
for “plus”–polarized tensor perturbations. The B-mode portion of the spherical harmonic expansion of the polarization tensor is
[TABLE]
with and metric , and then
[TABLE]
where
[TABLE]
are expansion in Legendre polynomials. In eq.(22) we have assumed a homogeneous and isotropic Universe, and the two polarizations of tensor perturbations contribute the same amount (parity conservation).
The magnitude of tensor perturbation determines the magnitude of through eq.(14). That determines in part the magnitude of the source function of eq.(15), and eq.(13) determines the magnitude of . This is how the magnitude of is determined. The polarization of perturbations, , should vanish, if tensor perturbations vanish, or with vanishing , in the absence of Thomson scattering with free electrons. This fact is clearly seen in the formal solutions of eqs.(13) and (14) [31],
[TABLE]
[TABLE]
where is defined as
[TABLE]
and the initial conditions are and . An additional approximation identifies with the time at the end of inflation and also at the beginning of recombination. The equations for the expansion coefficients in Legendre polynomials are
[TABLE]
[TABLE]
where , dots indicate derivatives with respect to , and
[TABLE]
The formal solution eq.(24) gives
[TABLE]
where is a spherical Bessel function.
How can one approximate the source function to investigate , which is described by as in eq.(22)? The following truncation in eqs.(27) and (28), which can be a good approximation for (the tight coupling limit [32]), is a method to obtain .
[TABLE]
[TABLE]
One can reasonably expect that and for be exponentially smaller than and , respectively. Setting and for , the equations become
[TABLE]
with the source function . These equations determine a differential equation for the source function
[TABLE]
whose formal solution is
[TABLE]
Now we concentrate on the polarization induced by the scattering with free electrons produced by reionization. The function vanishes before the time of reionization , which corresponds to . The source function should also vanish before . Therefore,
[TABLE]
[TABLE]
Furthermore, if the functions and are slowly varying and almost unity (this is the case after reionization, which will be discussed in the next section), the preceding equations become
[TABLE]
[TABLE]
and one is thus led to a simple result:
[TABLE]
The polarization of perturbations, , follows directly from the scattering rate and the tensor perturbations .
The tensor perturbations are obtained solving the first equation in eq.(17) taking into account the background expansion of the Universe, which is determined by the second equation in eq.(17), and with the initial condition determined by the primordial tensor power spectrum. Since the Universe is matter dominated, , in the reionization era one can approximate the scale factor as , where is the age of the Universe. The relation between coordinate time and conformal time is then , and with . The beginning of reionization is determined making use of the relation with as . The initial condition is set at , approximately the time at the end of inflation, as
[TABLE]
for the CDM model, assuming for the spectral index of primordial tensor power spectrum (no dependence, which is predicted by typical inflation models), where with tensor-to-scalar ratio and the amplitude scalar perturbation [10]. We can introduce the parameter of eq.(4) taking
[TABLE]
and other possible primordial power spectra can be treated in the same way. We approximately neglect the radiation dominated era and the recent accelerated expansion of the Universe, for simplicity. In this setting the solution of eq.(17) is then
[TABLE]
We may set for the CDM model. Fig.1 shows the resulting behaviors of that appear in eq.(40), as functions of for relevant values of . The magnitudes of perturbations with smaller wave numbers (and thus longer wave lengths or large scales) are larger than that with larger wave numbers. Tensor perturbations with smaller wave numbers are diluted by the expansion of the Universe for a shorter time than those with larger wave numbers, and the initial magnitudes of tensor perturbations with smaller wave numbers are larger than those with larger wave numbers. The magnitudes of large–scale perturbations are suppressed by the effect of non-zero .
3 The Results and their Indications
The last step in the calculation with eq.(40) is to specify the function , especially the time evolution of the free electron density in the process of reionization. We do not consider the free electrons that remain after recombination, since they have been diluted by the expansion of the Universe and do not dominantly contribute to for . Since the reionization process is not known in detail [33], we are going to explore two extreme cases: instantaneous reionization with a step function and slow reionization with increasing slowly (note that free electron density is diluted as by the expansion of the Universe). An important constraint is that
[TABLE]
is the optical depth, which is determined as [10]. Furthermore, the reionization process should terminate by the time corresponding to , consistently with the observation of Lyman-alpha forest and Gunn-Peterson trough [34].
In case of instantaneous reionization we may set , and gives [eV3] with (see left panel of fig.2). In this case
[TABLE]
and the numerical value of a factor in eq.(36) is
[TABLE]
in the relevant range , so that the approximation in the previous section is justified. The same is true for the factor in eq.(37) in the relevant range . Here, we investigate the typical wave number , which corresponds to the horizon scale at the time of reionization, to understand whether the truncation can be a valid approximation (). The comoving size of the particle horizon at is
[TABLE]
The comoving distance from the present observer, which is measured by light propagation, is
[TABLE]
Therefore, the resulting angular separation at present is . Since the corresponding multipole is , the comoving wave number that corresponds to the scale of horizon at the beginning of reionization is
[TABLE]
This is about three times larger than [eV], and the truncation is not a good approximation. But the truncation is not a terribly bad approximation either, because the peak value of is larger than that of for (see the right panel of fig.2), and the same is true for . Therefore, the truncation is a worthwhile procedure to provide a simple understanding of the basic Physics, although the precision is somewhat sacrificed.
The value of , which is defined in eq.(16), depends on the frequency of the observed CMB radiation111 Notice that the frequency dependence is introduced in the general perturbation in eq.(7) by the setup of [26], to which we are referring. . The higher frequencies give larger . The frequencies for polarization measurements by PLANCK are and [GHz] [1], and the corresponding frequency range by LiteBIRD, for example, will be [GHz] [35]. In this paper we take [GHz] and .
The result for the B-mode polarization power spectrum for CDM model is displayed in the middle panel of fig.3. In this paper we take and for all numerical calculations. The result is consistent with more precise numerical calculations, even in a certain quantitative level (see [35], for example). It can be simply understood looking at eq.(40) (and eq.(22)) while taking into account the well-known behavior of spherical Bessel functions that choose smaller for smaller and vice versa. For larger , which correspond to smaller scales or larger wave numbers, the magnitude of the resulting power is small because of the smaller magnitude of tensor perturbations (see fig.1). For smaller values of , which correspond to larger scales or smaller wave numbers, the power is also small because of smaller free electron density (see left panel of fig.2). Therefore, a peak is present for a certain value of .
The left and right panels of fig.3 display with different times at the start of reionization, and in terms of red shift. For , the overall magnitude of the free electron density increases because of the constraint of eq.(44), and the low- magnitude of increases, instead of decreasing the high- magnitude of , due to the shorter time period available to produce polarizations. The opposite happens for . We shall need other observables to determine the time at the beginning of reionization, and to reduce the uncertainty of predictions.
Let us now consider the effects of deformations of the primordial tensor power spectrum with instantaneous reionization at . Three types of possible primordial tensor power spectra are displayed in Fig.4. The left panel shows the power spectrum of eq.(4) with
[TABLE]
namely the spectrum with the typical cutoff, which is supported by present observations of temperature perturbations as a solution of the lack of power at low-. This captures the essence, but not the details, for example, of the climbing scenario [13, 14], since it does not account for a pre–inflationary peak. The middle panel displays a power spectrum with a sharper cut-off
[TABLE]
where , and the right panel displays a similar power spectrum with a sharper cut-off and an “overshoot” that is meant to simulate the typical pre–inflationary peaks of [14]. There are simple analytic expressions for these types of spectra. Aside from the family that can be found in [13], one can also use
[TABLE]
Such a overshoot is typical of the transition from fast-roll era to slow-roll in the absence of a bounce (see [12], for example). Note that the last two power spectra are merely reproducing of the gross features of these types of power spectra, but are not solutions of specific models 222 A.Sagnotti and A.Gruppuso used similar expressions to investigate the effect of realistic pre–inflationary peaks on temperature spectra, with no significant improvements with respect to [8] and [16]. This is consistent with the failure to detect the second parameter in the first of these papers (private communication). . Corresponding B-mode power spectra are given in fig.5 in order, respectively. These power spectra are easily understood by eq.(40) (and eq.(22)) considering the modifications of as functions of .
For the standard cut-off with , the suppression of B-mode polarization power occurs for all values of , as it is shown in the left panel of fig.5. Presumably, one should be able to observe it with future probes, like LiteBIRD, despite the large uncertainty due to the cosmic variance. We will return to the statistical significance of this case in the next section. Here, we should remind our assumption, which realizes an ideal situation, that the B-mode polarization by primordial tensor perturbation is dominant in the region of , and the other contributions, mainly the B-mode polarization by scalar perturbations through gravitational lensing effect, are negligible or subtracted. For the sharper cut-off, as shown in the middle panel of fig.5, the suppression typically concerns only the first few multipoles, , where the effect of the cosmic variance is large, and the observation will be difficult, if not impossible, even with future probes. Of course, if the threshold of the cut were at larger value of , the situation would be different, but the consistency with the observed low- temperature power spectrum would then be problematic. Furthermore, if there were an overshoot in the primordial tensor power spectrum, as discussed in [12] or in [13], detecting it would be more difficult, as one can see in the right panel of fig.5.
Finally, let us consider the dependence on the reionization process, considering a slow increase of the free electron density. The left panel of fig. 6 shows the time evolution of the free electron density, excluding the effect of the expansion of the Universe. Rather than the step function, which corresponds to instantaneous reionization, we consider a slow increase of the free electron density modelled by a function. According to the observation of the Gunn-Peterson trough, we choose it so that it increases about 90% of the full amount until . The middle panel of fig.6 shows the shape of , which should be compared to the left panel of fig.2. The B-mode polarization power spectrum , with [], is displayed in the right panel of fig.6. It is almost the same as in the case of instantaneous reionization, but the overall magnitude is slightly enhanced, because of the enhancement of the free electron density at late times. Again, the suppression of B-mode polarization power spectrum occurs for all values of in the relevant range. Since the time evolution of free electron density in the process of reionization has been strongly constrained, the effect on the B-mode polarization power spectrum is limited. The dependence on the red shift values of beginning the reionization is more important, as we have already seen.
4 Conclusions
In this paper we have proposed a simple semi–analytic method to investigate the low- B-mode polarization power spectrum . The method rests on a truncation, which affects its accuracy, but has the virtue of leading to the expressions in eqs.(40) and (22) which are simple enough to highlight the Physics underlying the emergence of B-mode polarization. Moreover, the predictions of the CDM model derived in this fashion are consistent with the results of more precise numerical calculations, even in a certain quantitative level. We have also investigated how the incomplete knowledge of the reionization process affects the B-mode spectrum, identifying the uncertainty on the start of reionization as the largest source of uncertainty.
Our main theme has been the effect of possible modifications of the primordial tensor power spectrum at large scales. The deformed power spectrum of eq. (4) yields the systematic power reduction for low- shown in fig.7, where the uncertainties due to cosmic variance, estimated as % of the value for each , are included as error bars. All in all, however, our results depart slightly from the CDM model, since the -value, the probability that an observation provide a worse fit with the CDM prediction than eq. (4) with the value [] of [15, 16], is .
This statistical analysis, however, does not take into account the fact that the CDM model predicts polarizations that are systematically smaller than those of CDM model. A better handle would require some finer statistical probe, for instance the variance (the auto-correlation function up to )
[TABLE]
which was introduced to investigate the lack of the power at low- in temperature perturbations [36, 37, 38]. In the present case, for B-mode polarizations with , and , so that the prediction of the CDM model deviates by about from the predictions of CDM model.
The value of [] was obtained from the fit of data with best statistical significance, using an extended galactic mask that grants a 39% sky coverage [15, 16]. With smaller galactic masks, the value of becomes smaller: [] granting a 59% sky coverage, and [] with the standard galactic mask granting a 94% sky coverage. The corresponding for these smaller values of are shown in the middle and right panels of fig.7. The corresponding variances are [] and [], and are consistent with the predictions of the CDM model (less than away from its prediction). Fig.8 shows the plots of the same of fig.7 with the uncertainty of the value of optical depth [10]. The change of the value of shifts the normalization of the spectrum with small dependence, which should be compared with the larger dependent distortions by larger values of . The details of the reionization process can only have a limited impact on our considerations, insofar as the uncertainty on remains of the order of 10% 333The author would like to thank A.Gruppuso and P.Natoli for raising this point..
The uncertainty of the value of reionization redshift also affects the investigation of (see Figs.3 and 5). The ambiguity of the value of causes a little horizontal parallel shift of the B-mode angular power spectrum, which differs however from a larger vertical suppression induced by . Therefore, it is fair to expect that the ambiguity of should not be very important for the determination of . Anyway, it will be important to include the precise knowledge about reionization process by future experiments, like Square Kilometer Array, for example. The joint analysis of TT and EE or TT, EE and BB power spectra will be effective, since the interplays between and are different in each power spectrum. We leave this analysis for future work.
In conclusion, we have highlighted the main features of the phenomena at the origin of low– B-mode polarization with a simple method, but we are presently unable to gather a convincing evidence linking the lack of power that can be potentially observed in forthcoming experiments on B-mode polarization to the start of inflation. More accurate numerical investigations will be necessary for a more precise assessment of the statistical significance of these effects. This might also allow, in principle, to investigate further primordial tensor perturbations with different features around the time of the start of inflation.
Acknowledgments
The author would like to thank A. Gruppuso, P. Natoli and A. Sagnotti for helpful discussions and a careful reading of the manuscript. The author would also like to thank Scuola Normale Superiore and the University of Ferrara for the kind hospitality. This work was supported in part by Scuola Normale Superiore and by the JSPS KAKENHI Grant Number 19K03851.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] Y. Akrami et al. [Planck Collaboration], ar Xiv:1807.06205 [astro-ph.CO].
- 2[2] G. Hinshaw, A. J. Banday, C. L. Bennett, K. M. Gorski, A. Kogut, C. H. Lineweaver, G. F. Smoot and E. L. Wright, Astrophys. J. 464 (1996) L 25 [astro-ph/9601061].
- 3[3] D. N. Spergel et al. [WMAP Collaboration], Astrophys. J. Suppl. 148 (2003) 175 [astro-ph/0302209].
- 4[4] D. Sarkar, D. Huterer, C. J. Copi, G. D. Starkman and D. J. Schwarz, Astropart. Phys. 34 (2011) 591 [ar Xiv:1004.3784 [astro-ph.CO]].
- 5[5] A. Gruppuso, Mon. Not. Roy. Astron. Soc. 437 (2014) no.3, 2076 [ar Xiv:1310.2822 [astro-ph.CO]].
- 6[6] P. A. R. Ade et al. [Planck Collaboration], Astron. Astrophys. 571 (2014) A 23 [ar Xiv:1303.5083 [astro-ph.CO]].
- 7[7] Y. Akrami et al. [Planck Collaboration], ar Xiv:1807.06211 [astro-ph.CO].
- 8[8] A. Gruppuso and A. Sagnotti, Int. J. Mod. Phys. D 24 (2015) no.12, 1544008 [ar Xiv:1506.08093 [astro-ph.CO]].
