Integral of |f(k)|^2: Proving Equality to 1

In summary: This integral is called the Laplace transform and it is used to solve problems involving integrals over infinite periods of time or spaces. In your case, it would be used to solve the equation |f(k)|^2=1. Unfortunately, I am not sure how to do this in LaTeX, so I would need more information from you to help you out.
  • #1
Wishbone
139
0
ok so here's the question, show explicitly that

the integral from -inf to inf of |f(k)|^2=1

where [tex] f(x) = \frac{N}{\sqrt{\sigma}}*e^{\frac{-x^2}{2\sigma^2}} [/tex]
When doing the integral for the forier transform, I was going to use the gaussian integral to simplify it, but I don't htink I can do that, any ideas?
 
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  • #2
I have tried and looked up several methods to solving this awfully ugly integral, anyone have any ideas?
 
  • #3
Only a suggesstion - but it looks like you're going to have a situation where:

limit as [tex]{k\rightarrow\pm \infty}[/tex] of [tex]\frac1{k}e^{-k^2}[/tex] with some constants thrown in...

my suspicion is that you'll have to use L'Hopital.
 
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  • #4
It is a Gaussian integral...
 
  • #5
Im not sure how it is, I can see that f(x) might be, but not f(K)
 
  • #6
What's the difference between f(x) and f(k)?
 
  • #7
a factor of e^-(pi)*i*k*x
 
  • #8
anyone?...
 
  • #9
Once again, what's the difference between f(x) and f(k)? f(k) is just f(x) with variable k instead of x!
 
  • #10
I don't see that, I don't understand how the Fourier transform just changes the x's to k's.
 
  • #11
Wishbone said:
ok so here's the question, show explicitly that

the integral from -inf to inf of |f(k)|^2=1

where [tex] f(x) = \frac{N}{\sqrt{\sigma}}*e^{\frac{-x^2}{2\sigma^2}} [/tex]
When doing the integral for the forier transform, I was going to use the gaussian integral to simplify it, but I don't htink I can do that, any ideas?

This is a bit confusing. Do you really mean f(k)?? (in which case it is the function you gave with x replaced by k) or do you mean F(k), the Fourier transform of f(x)? (I am assuming that you mean the latter otherwise the question has nothing to do with Fourier transforms and the question is trivial. I think this is what you meant and that the other posters missed).

well, you have to calculate F(k), the Fourier transform of your f(x) first. Do you know how to calculate a Fourier transform in the first place? If not, you should look up the definition and then ask more questions if thsi is not clear.
 
  • #12
I am given f(k). Nothing else is made clear to me. I do infact know how to do Fourier transforms, I do infact could solve the problem if it, or the help i was given hear made any sense.
 
  • #13
Wishbone said:
I have tried and looked up several methods to solving this awfully ugly integral, anyone have any ideas?

Can you latex what this integral is? I'm confused on where your confusion lies, so knowing what you are staring at would help us out.
 

FAQ: Integral of |f(k)|^2: Proving Equality to 1

What is the significance of proving equality to 1 in the integral of |f(k)|^2?

The integral of |f(k)|^2 is known as the normalization constant and is used to ensure that the total probability of all possible outcomes of a function is equal to 1. This is a fundamental concept in probability theory and is crucial in many scientific fields such as quantum mechanics and signal processing.

What is the general method for proving equality to 1 in the integral of |f(k)|^2?

The general method involves using mathematical techniques such as integration by parts, substitution, and trigonometric identities to manipulate the integral until it is in a form that can be easily evaluated. This may also involve using certain properties of the function, such as its symmetry or periodicity, to simplify the integral.

Why is it important to prove equality to 1 in the integral of |f(k)|^2?

Proving equality to 1 ensures that the function is properly normalized and that all possible outcomes have a total probability of 1. This is necessary for accurately predicting and understanding the behavior of the function and its associated system. It also allows for comparisons to be made between different functions and systems.

Are there any special cases or exceptions when proving equality to 1 in the integral of |f(k)|^2?

Yes, there may be cases where the integral does not equal 1 due to certain properties of the function or limitations in the mathematical techniques used to evaluate the integral. In these cases, alternative methods may need to be used or adjustments may need to be made to the function to ensure proper normalization.

How does the integral of |f(k)|^2 relate to other mathematical concepts and equations?

The integral of |f(k)|^2 is closely related to other mathematical concepts such as the Fourier transform, probability density functions, and the Pythagorean identity. It also has applications in various scientific fields such as signal processing, quantum mechanics, and statistics. Understanding the integral of |f(k)|^2 is crucial for properly utilizing these other mathematical concepts and equations.

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