Fourier Transform of cos(x^2): A Complex Analysis Approach

In summary: I wanted to give xoureo something he could probably understand but I see what you're saying. How about this:\int_{-\infty}^{\infty}\frac{e^{ix^2}+e^{-ix^2}}{2}e^{-ikx}dx=\int_{-\infty}^{\infty}\frac{e^{i(x^2-kx)}+e^{-i(x^2-kx)}}{2}dx=\int_{-\infty}^{\infty}\frac{e^{i(x-\frac{k}{2})^2}e^{-\frac{k^2}{4}}+e^{-i(x-\frac{k}{2})^2}e
  • #1
xoureo
7
0

Homework Statement


Calculate Fourier transform of cos(x^2)

Homework Equations


The Attempt at a Solution



I want, if it possible, a clue to solve the integral. I don't know how to proceed. I tried integration by parts, but i can't solve it.
Sorry for my english. How can i use latex?

Can moderators delete my other topic ? it was a mistake.
 
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  • #2
Think of the cos term and the fact that

[tex]\cos{\theta}=\frac{e^{i\theta}+e^{-i\theta}}{2}[/tex]

Then using that you should be able to solve the integral.

[tex]\frac{1}{\sqrt{2\pi}}\int_{-\infty}^{\infty}\frac{e^{ix^2}+e^{-ix^2}}{2}e^{-ikx}dx[/tex]
 
  • #3
Welcome to PF!

xoureo said:
How can i use latex?

Can moderators delete my other topic ? it was a mistake.

Hi xoureo! Welcome to PF! :smile:

For LaTeX, type [noparse][tex] before and [/tex] after …[/noparse]

for help with the symbols, bookmark http://www.physics.udel.edu/~dubois/lshort2e/node61.html#SECTION008100000000000000000 …

and don't worry about the other topic: lots of members do that! :biggrin:
 
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  • #4
jeffreydk said:
Think of the cos term and the fact that

[tex]\cos{\theta}=\frac{e^{i\theta}+e^{-i\theta}}{2}[/tex]

Then using that you should be able to solve the integral.

[tex]\frac{1}{\sqrt{2\pi}}\int_{-\infty}^{\infty}\frac{e^{ix^2}+e^{-ix^2}}{2}e^{-ikx}dx[/tex]

I try to do that, but when i get

[tex]\int_{-\infty}^{\infty} cos(x^2)cos(kx)dx[/tex]

i get blocked. How should i solve it?, i tried integration by parts ,whithout result. Should i try complex integration? i don't know how to proceed here.



Thanks for the answers and the welcome :smile:

PD: sorry for take so much in answering
 
  • #5
xoureo said:
I try to do that, but when i get

[tex]\int_{-\infty}^{\infty} cos(x^2)cos(kx)dx[/tex]

i get blocked. How should i solve it?, i tried integration by parts ,whithout result. Should i try complex integration? i don't know how to proceed here.

Hi xoureo!

No, you haven't tried jeffreydk's :smile: method …

inegrate ∫e-i(kx + x²)dx separately. :wink:
 
  • #6
Hi tiny-tim

Im sorry, i don't understand you. If i use the formula that jeffreydk give, i obtain:

[tex]\frac{1}{2}\int_{-\infty}^{\infty}e^{i(x^2-kx)}dx +\frac{1}{2}\int_{-\infty}^{\infty}e^{-i(x^2-kx)}dx[/tex]

The first term is:

[tex]\frac{1}{2} \left( \int_{-\infty}^{\infty}cos(x^2)e^{-ikx}dx +i\int_{-\infty}^{\infty}sen(x^2)e^{-ikx}dx \right)[/tex]

and the second is:

[tex]\frac{1}{2} \left( \int_{-\infty}^{\infty}cos(x^2)e^{-ikx}dx -i\int_{-\infty}^{\infty}sen(x^2)e^{-ikx}dx \right)[/tex]

Combined:

[tex] \int_{-\infty}^{\infty}cos(x^2)e^{-ikx}dx= \int_{-\infty}^{\infty}cos(x^2)cos(kx)dx[/tex]

Which i don't know how to integrate. If i try to integrate

[tex]\int_{-\infty}^{\infty}e^{-i(x^2-kx)}dx[/tex]
i get

[tex]\int_{-\infty}^{\infty} cos(x^2)cos(kx)dx -i\int_{-\infty}^{\infty}sen(x^2)cos(kx)dx[/tex]
and again i don't know how to integrate this expresions.:confused:
 
  • #7
Don't go back to sin and cos it's much easier to deal with the exponential terms. Sorry I didn't mention it but it looks like they are Gaussian, you want to get it in the form [itex]\int_{-\infty}^{\infty}e^{-(x-a)^2}[/itex] where this is a Gaussian integral centered at [itex]a[/itex].

So you're dealing with right now

[tex]\frac{1}{\sqrt{2\pi}}\int_{-\infty}^{\infty}\frac{e^{ix^2}+e^{-ix^2}}{2}e^{-ikx}dx=\frac{1}{2\sqrt{2\pi}}\left\{\int_{-\infty}^{\infty}e^{ix^2-ikx}dx+\int_{-\infty}^{\infty}e^{-ix^2-ikx}dx\right\}[/tex]

Take the first one; if we complete the square in the exponential term,

[tex]-\alpha x^2+\beta x=-\alpha(x^2-\frac{\beta}{2}x)=-\alpha(x-\frac{\beta}{2\alpha})^2+\frac{\beta^2}{4\alpha}[/tex]

Now it looks like the Gaussian integral times a constant of [itex]\exp{[\frac{\beta^2}{4\alpha}]}[/itex]. Let's do the first integral now with [itex]\alpha=-i[/itex] and [itex]\beta=-ik[/itex].

[tex]\int_{-\infty}^{\infty}e^{ix^2-ikx}dx=e^{\frac{(-ik)^2}{4i}}\sqrt{\frac{\pi}{-i}}=e^{\frac{-ik^2}{4}}\sqrt{i\pi}[/tex]

Now try the second one--it should be very similar to the first, then of course include the constants out in front when you're done.
 
  • #8
@jeffrey: You should be a bit careful with changing variables in the complex plane( you essentially suggest making a variable substitution of something like [tex]x\rightarrow \sqrt{i}(x-k)[/tex] . For doing this you actually use Complex Analysis (especially Cauchy's theorem),you change the path you are integrating, so you would need to construct a closed path in such a way that it contains both integrals and such that the integral vanishes along the other parts of the path. This is actually far from easy and it is more by chance that this works in this case.In order to calculate the integrals over exp(ix^2) over the whole real line, to calculate this you use at first symmetry so that you only have to integrate from zero to infinity (and get a factor 2), then you use cauchy's integral theorem to calculate the integral, as a path you choose something which looks like a piece of pie with an angle of pi/4, then you need to argue that the integral over the arc vanishes. Now the integral over the line inclined by pi/4 to the real line is the same as the integral over the real line, then you plug the inclined line in the integral to get the result (here you actually get a gaussian integral).
 
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  • #9
Oh ok I see what you're getting at--I haven't taken my complex analysis course yet, but that argument is very interesting.
 

What is a Fourier transform?

A Fourier transform is a mathematical tool used in signal processing and analysis to decompose a signal into its individual frequency components. It allows us to view a signal in the frequency domain instead of the time domain.

Why is the Fourier transform important?

The Fourier transform is important because it helps us understand the frequency content of a signal, which is crucial in many scientific and engineering applications. It is used in fields such as image processing, audio analysis, and data compression.

How is the Fourier transform calculated?

The Fourier transform is calculated using a mathematical formula that converts a signal from the time domain to the frequency domain. This formula involves complex numbers and integrals, and can be expressed in different forms depending on the type of Fourier transform being used (e.g. discrete, fast, inverse).

What are the limitations of the Fourier transform?

The Fourier transform assumes that the signal is periodic and stationary, which may not always be the case in real-world signals. It also has limited ability to handle signals with sharp discontinuities or irregularities.

How is the Fourier transform used in data analysis?

The Fourier transform is commonly used in data analysis to identify and remove noise from a signal, or to extract meaningful information from a complex dataset. It can also be used to compare and classify signals based on their frequency characteristics.

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