Fourier transform and inverse transform

Click For Summary
SUMMARY

The discussion centers on the Fourier transform of a complex-valued function f(x) defined on \mathbb{R}, specifically the relationship between the Fourier transform φ(t) and the original function f(x). It is established that if f is continuous and φ is integrable, then f can be recovered using the inverse Fourier transform formula: f(x) = (1/2π) ∫-∞ e-ixt φ(t) dt. Participants emphasize the importance of correctly applying the properties of integrals and the Dirac delta function in the proof process.

PREREQUISITES
  • Understanding of Fourier transforms and their properties
  • Knowledge of complex-valued functions and integrability
  • Familiarity with the Dirac delta function and its applications
  • Proficiency in handling limits and double integrals
NEXT STEPS
  • Study the properties of the Fourier transform and inverse Fourier transform
  • Learn about the Dirac delta function and its role in signal processing
  • Explore examples of integrable complex-valued functions and their Fourier transforms
  • Investigate convergence theorems related to Fourier transforms
USEFUL FOR

Mathematics students, particularly those focused on analysis and signal processing, as well as professionals working with Fourier analysis in engineering and physics.

babyrudin
Messages
8
Reaction score
0

Homework Statement



Let f(x) be an integrable complex-valued function on [tex]\mathbb{R}[/tex]. We define the Fourier transform [tex]\phi=\mathcal{F}f[/tex] by
[tex]\[\phi(t)=\int_{\infty}^{\infty} e^{ixt} f(x) dx.\][/tex]

Show that if [tex]f[/tex] is continuous and if [tex]$\phi$[/tex] is integrable, then
[tex]\[f(x)=\frac{1}{2\pi} \int_{-\infty}^{\infty} e^{-ixt} \phi(t) dt.\][/tex]

The Attempt at a Solution



So far I have
[tex]\[\int_{-\infty}^{\infty} e^{-ixt} \phi(t) dt = \lim_{a \to \infty} \int_{-a}^{a} e^{-ixt} \phi(t) dt = \lim_{b \to \infty} \frac{1}{b} \int_0^b da \int_{-a}^a e^{-ixt} \phi(t) dt = \lim_{b \to \infty} \frac{1}{b} \int_0^b da \int_{-\infty}^\infty \frac{2 \sin((y-x)a)}{y-x} f(y) dy.\][/tex]

What to do next?
 
Last edited:
Physics news on Phys.org
babyrudin said:

Homework Statement



Let f(x) be an integrable complex-valued function on [tex]\mathbb{R}[/tex]. We define the Fourier transform [tex]\phi=\mathcal{F}f[/tex] by
[tex]\[\phi(t)=\int_{\infty}^{\infty} e^{ixt} f(x) dx.\][/tex]

Show that if [tex]f[/tex] is continuous and if [tex]$\phi$[/tex] is integrable, then
[tex]\[f(x)=\frac{1}{2\pi} \int_{-\infty}^{\infty} e^{-ixt} \phi(t) dt.\][/tex]


The Attempt at a Solution



So far I have
[tex]\[\int_{-\infty}^{\infty} e^{-ixt} \phi(t) dt = \lim_{a \to \infty} \int_{-a}^{a} e^{-ixt} \phi(t) dt = \lim_{b \to \infty} \frac{1}{b} \int_0^b da \int_{-a}^a e^{-ixt} \phi(t) dt = \lim_{b \to \infty} \frac{1}{b} \int_0^b da \int_{-\infty}^\infty \frac{2 \sin((y-x)a)}{y-x} f(y) dy.\][/tex]

What to do next?
It's not a matter of "what to do next?" but "Why in the world are you doing that?". For one thing, there is no integral from 0 to [itex]\infty[/itex] in what you had before, where are you getting that? And even when you have two integrals, you still only have one variable: dt. You want to show that, for any continuous f (in which case [itex]\phi[/itex] must be integrable)
[tex]\frac{1}{2\pi}\int_{-\infty}^\infty e^{-ixt} \int_{-\infty}^\infty e^{iut}f(u)dudt= f(x)[/tex]
 
What your coarse probably wants from you is to use the following,

[tex]\delta(t - a) = \frac{1}{2\pi}\int_{-\infty}^{\infty} e^{i \omega (t -a) } d\omega.[/tex]
If you want a full but rather simple proof, for a graduate student with a mathematical focus, of this identity I can send it to you.
 

Similar threads

Replies
1
Views
3K
  • · Replies 13 ·
Replies
13
Views
2K
  • · Replies 6 ·
Replies
6
Views
4K
Replies
6
Views
3K
  • · Replies 31 ·
2
Replies
31
Views
5K
Replies
2
Views
2K
Replies
8
Views
2K
Replies
5
Views
2K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 3 ·
Replies
3
Views
3K