Fourier Transforms: Solving Homework Statement

  • Thread starter Thread starter NotStine
  • Start date Start date
  • Tags Tags
    Fourier
Click For Summary
SUMMARY

The discussion centers on solving a Fourier Transform problem involving the function f(t) = t³ for 0 ≤ t < ∞. The key formula for the Fourier Transform is established as F[f(t); ω] = ∫₀^∞ f(t)e^(-iωt)dt. Participants emphasize the importance of understanding the distinction between Fourier series and Fourier transforms, with a specific focus on the integration process and the application of Euler's formula. The final goal is to derive the result of 2π/3, but participants encounter difficulties in evaluating the integral over an infinite range.

PREREQUISITES
  • Understanding of Fourier Transform concepts
  • Familiarity with Euler's formula
  • Basic integration techniques, including integration by parts
  • Knowledge of complex numbers and their applications in transforms
NEXT STEPS
  • Study the derivation of the Fourier Transform for polynomial functions
  • Learn about the application of integration by parts in Fourier analysis
  • Explore the relationship between Fourier series and Fourier transforms
  • Review examples of Fourier Transforms involving infinite limits
USEFUL FOR

Students studying signal processing, mathematicians focusing on Fourier analysis, and anyone seeking to solve complex integral problems involving Fourier Transforms.

NotStine
Messages
25
Reaction score
0

Homework Statement



The problem is related to Fourier transforms. Since my teacher only cared to spend 2 lectures explaining the whole of this topic, I just cannot get my head around some of the principles involved.

The question is as follows:

Use the Fourier Transform formulas with the function f(t) = t3 when 0 ≤ t < ∞ to show that
http://img222.imageshack.us/img222/6450/fst2kd3.png

What on Earth is my starting point?

Homework Equations



f(t) = a0/2 + Sumn=ainfinity{ancos(2.n.pi.t/T) + bnsin(2.n.pi.t/T)}

The Attempt at a Solution



I'm sorry, like I said I have no clue where to begin from.

1. What is the difference between Fourier series and transform?

2. What would be my starting point for this question? Is this related to Fourier series convergence?

3. What is the "fourier transforms" formula?

I'm afraid my teacher has a habit of making things very complicated, and explaining very little...
 
Last edited by a moderator:
Physics news on Phys.org
Fourier Series can be thought of as a discrete Fourier Transform. Do you have a course text that you can refer to? Your starting point would be to determine the Fourier Transform of the given function, but that's going to be very difficult if you don't know what a Fourier Transform is.

For a brief introduction try here: http://mathworld.wolfram.com/FourierTransform.html
 
After reading the notes, this is how far I got:

f(t) = 2/pi. I(0 - inf)fcomega.cosomega.td.omega

However, when I start evaluating the fcomega integral, I have the limits 0 - infinity and I'm left with

[t3.cosomega.t / omega] between 0 and infinity. I can't seem to progress from this stage. All the sample questions I have seen so far have integer limits so I don't know how to evaluate this infinite range. Any help?
 
You can convert cosw+isinw to Euler form which would give you something roughly representing the Fourier transform inside the integral. That could be a starting point.
 
I just want to confirm if I'm following the right approach.

Step 1: I need to find the sine and cosine transforms of f(t) = t3 when 0 ≤ t < ∞?

Step 2: I then need to rearrange to somehow get the equaton in the picture?
 
Sorry I haven't got back sooner.
NotStine said:
Step 1: I need to find the sine and cosine transforms of f(t) = t3 when 0 ≤ t < ∞?
No, you just need to find the bog standard Fourier transform of t3. Note that in this case the Fourier Transform may be defined as;
F\left[f\left(t\right);\omega\right] = \int_{0}^\infty f\left(t\right)e^{-i\omega t}dt
NotStine said:
Step 2: I then need to rearrange to somehow get the equaton in the picture?
Yes. HINT: Euler's formula.
 
Performing the intergral with integration by parts 3 times, I get the following:

F(t3) = 4 / \omega4

With the full transformation

F(t3) = 2/pi * \int_{0}^\infty 4.ei.\omega.t / \omega4

Which also equals

F(t3) = 8/pi * \int_{0}^\infty cos\omega + j.sin\omega / \omega4

Now using t = 1, I get

1 = 8 / pi * \int_{0}^\infty ei.\omega / \omega4

pi / 8 = \int_{0}^\infty cos\omega + j.sin\omega / \omega4

...

Which is not right. I am suppose to get 2*pi / 3. Any ideas where I'm going wrong?
 

Similar threads

Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 6 ·
Replies
6
Views
3K