What is the Fourier Transform of t*f(t)

In summary, the conversation discusses finding the Fourier Transform of f(t)=t*e^(-2t^2) and includes discussions on using integration and change of variables to break up the integral, as well as the use of the given information to evaluate the integral. The conversation also touches on the concept of using a Finite Fourier Transform when given limits for t.
  • #1
pcandyhk
2
0

Homework Statement


f(t)=t*e^(-2t^2)
Find the Fourier Transform F(w) of f(t).

It is given that when f(t)=e^[(-at^2)/2] F(w)=√(2*pi/a)*e^[(-w^2)/2a]

Homework Equations



The Attempt at a Solution


The transform of e^(-2t^2) is easily obtained from the given information, and I got stuck when I tried to do it with integrate by part.

Is it related to the convolution? something like F(fg)=F(f)F(g) ??
Is there any theorem for the Fourier Transform of t*f(t)?
And also for Laplace Transform too?
 
Physics news on Phys.org
  • #2
Hmm. It is a convolution integral of the transforms, was that what you where looking for so:
[itex]\mathcal{F}t*f(t) = \int w*f(w-t)\,\text{d}t[/itex]
But that makes the problem more complicated.
 
  • #3
Try completing the square in the argument of the exponential in the transform integral and then doing a change of variables. That should break up the integral into two parts. One of the parts will be easy to integrate, and for the other you can use the information given.
 
  • #4
dikmikkel said:
Hmm. It is a convolution integral of the transforms, was that what you where looking for so:
[itex]\mathcal{F}t*f(t) = \int w*f(w-t)\,\text{d}t[/itex]
But that makes the problem more complicated.
So there isn't a theorem where I can simply put 2 transforms function together?!


TachyonRunner said:
Try completing the square in the argument of the exponential in the transform integral and then doing a change of variables. That should break up the integral into two parts. One of the parts will be easy to integrate, and for the other you can use the information given.
Hi Tachyon, is this what you mean?

1. ∫t*e^-2t^2 e^-iwt dt
2. -2t^2-iwt = -2(t^2+iwt/2) = -2[(t+iw/4)^2+w^2/16]=-2(t+iw/4)^2 -(w^2)/8
as I let p=t+iw/4 therefore dp=dt
3. ∫t*e^((-w^2)/8)dt +∫e^(-2p^2) dp

Can I used the f(t)=e^[(-at^2)/2] F(w)=√(2*pi/a)*e^[(-w^2)/2a] information here? But isn't the Transform =∫f(p)e-iwp dp? or F(w)=∫f(t)e-iwt dt

And one more stupid question from me...
What happen if we need to do a transform of f(t) to F(w), with no limits of t given??
for example after integration: F(w)= [(t^2)/2] limit ∞ to -∞(?!) + something...

Or there must be a limit??
 
  • #5
Step 2. looks fine to me, but there is a mistake going into step 3. so take a look at that.

You should have from [itex]p=t+i\omega /4[/itex] that [itex]dp=dt[/itex], but also that [itex]t=p-i\omega /4[/itex]. It is the second of these equations that will split your integral into a sum. One of these integrals will be of the form [itex]e^{-2p^2}[/itex] while the other will be of the form [itex]pe^{-2p^2}[/itex]. To evaluate the first of these, you will have to use the information given, and to evaluate the second one you can use basic integration techniques.

I am not sure I understand your second question, but in general to use the Fourier Transform you are using right now, you will want t to be an unbounded variable, that is it should vary from -∞ to +∞. If you were given limits for t, so that for example a<t<b, then you should consider doing a Finite Fourier transform instead.
 

FAQ: What is the Fourier Transform of t*f(t)

What is the Fourier Transform of t*f(t)?

The Fourier Transform of t*f(t) is a mathematical operation that converts a time-domain function, denoted as t*f(t), into its corresponding frequency-domain representation. It is a powerful tool used in various fields of science and engineering to analyze and manipulate signals and systems.

How is the Fourier Transform of t*f(t) calculated?

The Fourier Transform of t*f(t) can be calculated using the following formula: F(w) = ∫t*f(t)e^(-iwt)dt. This formula involves integrating the product of the time-domain function t*f(t) and the complex exponential function e^(-iwt) over the entire time domain. The resulting function F(w) represents the frequency spectrum of the original function t*f(t).

What does the Fourier Transform of t*f(t) tell us about the original function?

The Fourier Transform of t*f(t) provides us with a representation of the original function in the frequency domain. It tells us the amplitude and phase of each frequency component present in the original function. This information can be useful in understanding the behavior and characteristics of the original function.

Can the Fourier Transform of t*f(t) be used to reconstruct the original function?

Yes, the Fourier Transform of t*f(t) can be used to reconstruct the original function. This is known as the inverse Fourier Transform, and it is given by the formula: f(t) = ∫F(w)e^(iwt)dw. By performing this inverse transformation, we can recover the original time-domain function t*f(t) from its frequency-domain representation.

In what fields is the Fourier Transform of t*f(t) commonly used?

The Fourier Transform of t*f(t) is used in various fields, including signal processing, communication systems, image processing, and quantum mechanics. It is also an essential tool in analyzing and solving differential equations and partial differential equations in physics and engineering.

Similar threads

Replies
6
Views
2K
Replies
1
Views
1K
Replies
2
Views
1K
Replies
11
Views
2K
Replies
3
Views
1K
Replies
3
Views
2K
Back
Top