Can someone explain angular power spectrum

In summary, spherical harmonic transforms are used to create a power spectrum from the CMB. This power spectrum is then averaged to create the plot you see.
  • #1
hadoque
43
1
Hi
I'm trying to get my head around this plot of the cosmic microwave background radiation.
http://www.astro.ucla.edu/~wright/CMB-LCDM-w-WMAP.gif
I've been searching all around to find out what exactly a angular power spectrum is. I know what an ordinary power spectrum is.
I'm a second year university physics student, haven't read any cosmology.


Thanks for any help
 
Space news on Phys.org
  • #2
Note: Gah, I give up on the latex. My Latex code is right, but it's still showing up as an error on my machine. If you don't see it, sorry, but you can check the link at the bottom for some more detail.

Okay, so what is done is we take the map of the CMB sky, and perform a spherical harmonic transform on it. A spherical harmonic transform is basically the same general concept as a Fourier transform, but the spherical harmonics are mutually orthogonal on the surface of a sphere, like so:

[tex]f(\theta, \phi) = \sum_{lm}a_{lm}Y(\theta, \phi)_{l}^{m}[/tex]

Here the "l" index denotes the number of oscillations, and the "m" index is a way of encoding the direction of oscillation on the sphere, and varies from "-l" to "l". For example, l=0 is zero oscillation: this is the monopole that sets the overall scale. l=1 is a dipole: one full oscillation over the sphere, and there are three possible directions (x, y, and z). Go to higher and higher l values, and you get more (and therefore smaller) oscillations and more possible directions for those oscillations. The way they are typically written, the spherical harmonic functions [tex]Y(\theta, \phi)_{l}^{m}[/tex] are complex functions, and the coefficients are therefore complex. This is a minor issue, though. In order to build the power spectrum, we average over directions. This is done as follows:

[tex]C_l = \frac{1}{2l+1}\sum_{m=-l}^l a_{lm}a^*_{lm}[/tex]

Finally, in building that plot, you may notice that the vertical axis is not [tex]C_l[/tex], but is instead [tex]C_l l(l+1)/2\pi[/tex]. It turns out if we had a power spectrum that was uniform in a logarithmic interval in l, then multiplying said function by [tex]l(l+1)/2\pi[/tex] would give us a constant. Thus this multiplication allows us to interpret the function more easily, because inflation predicts that the primordial power spectrum, the one initially generated by inflation, would be nearly a constant in this space.

If inflation is true, then, all of the features you see in a power spectrum written as above that deviate from a constant stem from the dynamics of the universe between inflation and the emission of the big bang (plus some very slight modification between us and the CMB). For example, the long damping tail at high l stems from the fact that the surface of emission of the CMB is not instantaneous: the phase transition from a plasma to a gas happened over time, and the resultant blurring of the signal damps the small-scale fluctuations. There's also the ratio between the even and odd peaks of the power spectrum. This comes about because of the differences in the physics between normal matter and dark matter: dark matter just falls into potential wells, while normal matter bounces. The failure of dark matter to bounce causes a reduction of the even-numbered peaks relative to normal matter.

Anyway, if you want an in-depth description of the whole process, take a look at Max Tegmark's page:
http://space.mit.edu/home/tegmark/cmb/pipeline.html
 
Last edited:
  • Like
Likes DoobleD
  • #3
Thanks a lot for that lengthy explanation. I can read the latex-code by holding the cursor over the red text, so that's no problem.

Thanks again.

/Johan
 

1. What is the angular power spectrum?

The angular power spectrum is a mathematical representation of the distribution of energy across different angular scales in a given dataset, such as a map of the cosmic microwave background radiation in astronomy or a map of the temperature fluctuations in the cosmic microwave background. It is a way to quantify the spatial variations in a dataset.

2. How is the angular power spectrum calculated?

The angular power spectrum is calculated using a mathematical technique called Fourier analysis, which breaks down a complex function into a series of simpler sinusoidal functions. In the case of the angular power spectrum, this is used to decompose a map of the data into its different angular scales, allowing for a measurement of the amount of energy at each scale.

3. What does the angular power spectrum tell us?

The angular power spectrum can tell us about the underlying structure and properties of the dataset being analyzed. For example, in astronomy, it can reveal information about the distribution of matter in the universe, the evolution of the universe, and the nature of dark matter. In other fields, such as cosmology, it can provide insights into the origin and evolution of the universe.

4. Why is the angular power spectrum important?

The angular power spectrum is important because it allows scientists to extract meaningful information from complex datasets. By breaking down the data into its different angular scales, researchers can better understand the underlying patterns and structures in the data, leading to new discoveries and insights about the universe.

5. How is the angular power spectrum used in different fields of science?

The angular power spectrum has applications in various fields of science, including astronomy, cosmology, and astrophysics. It is used to analyze datasets from telescopes and satellites, such as the cosmic microwave background radiation, galaxy surveys, and the large-scale distribution of matter in the universe. It is also used in other fields, such as climate science, to study the spatial variations in temperature and other environmental factors on Earth.

Similar threads

Replies
2
Views
1K
Replies
3
Views
970
Replies
1
Views
908
  • Cosmology
Replies
4
Views
1K
Replies
2
Views
1K
  • Cosmology
Replies
4
Views
1K
Replies
3
Views
1K
Replies
13
Views
2K
Replies
4
Views
3K
Back
Top