Fourier transform and vector function

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Homework Help Overview

The discussion revolves around taking the Fourier transform of a vector function that can be decomposed into curl-free and divergence-free components. The original poster is exploring the mathematical formulation and integration techniques necessary for this transformation.

Discussion Character

  • Mathematical reasoning, Problem interpretation, Assumption checking

Approaches and Questions Raised

  • Participants discuss the decomposition of vector functions and the application of Fourier transforms. The original poster expresses uncertainty about how to begin the Fourier transform process, particularly with the integration involved. Others suggest using integration by parts and question the assumptions regarding the nature of the vector function being transformed.

Discussion Status

The discussion is ongoing, with participants providing insights into integration techniques and vector calculus identities. There is no explicit consensus on the approach, but several productive suggestions have been made regarding the use of integration by parts and the divergence theorem.

Contextual Notes

Participants are navigating the complexities of vector calculus and Fourier transforms, with some expressing confusion about the nature of the vector function and its relation to physical fields. The original poster's attempts to clarify the context suggest that assumptions about the function's properties may need to be revisited.

  • #31
I used:
u \vec{\nabla} v = \vec{\nabla} (uv) - v \vec{\nabla} u

Skipping some steps, the integral becomes:

\int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \vec{\nabla} \left( \frac{-1}{|\vec{r}- \vec{r'} | } \right) d^3r = \int_{- \infty}^{\infty} \frac{ -i \vec{k} e^{i \vec{k} \cdot \vec{r}}} {|\vec{r}- \vec{r'} |} d^3r

= - \frac{i 4 \pi \vec{k}}{k^2} e^{-i \vec{k} \cdot \vec{r'}}

thus:

\frac{i\vec{k}}{4 \pi} \times \int_{- \infty}^{\infty} \left( \int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \frac{\widehat{(\vec{r}-\vec{r} )}}{|\vec{r}- \vec{r'} |^2 } d^3r \right) \times \vec{f}(\vec{r'}) d^3r' = \frac{i\vec{k}}{4 \pi} \times \int_{- \infty}^{\infty} \left( \frac{- i 4 \pi \vec{k}}{k^2} e^{-i \vec{k} \cdot \vec{r'} } \times \vec{f}(\vec{r'}) \right) d^3r'

= \frac{\vec{k}}{{k^2}} \times \int_{- \infty}^{\infty} e^{-i \vec{k} \cdot \vec{r'} } \vec{k} \times \vec{f}(\vec{r'}) f^3r'

I am not sure where to go from here, but is everything up to this step valid?
 
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  • #32
LocationX said:
I used:
u \vec{\nabla} v = \vec{\nabla} (uv) - v \vec{\nabla} u

Skipping some steps, the integral becomes:

\int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \vec{\nabla} \left( \frac{-1}{|\vec{r}- \vec{r'} | } \right) d^3r = \int_{- \infty}^{\infty} \frac{ -i \vec{k} e^{i \vec{k} \cdot \vec{r}}} {|\vec{r}- \vec{r'} |} d^3r

= - \frac{i 4 \pi \vec{k}}{k^2} e^{-i \vec{k} \cdot \vec{r'}}

thus:

\frac{i\vec{k}}{4 \pi} \times \int_{- \infty}^{\infty} \left( \int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \frac{\widehat{(\vec{r}-\vec{r} )}}{|\vec{r}- \vec{r'} |^2 } d^3r \right) \times \vec{f}(\vec{r'}) d^3r' = \frac{i\vec{k}}{4 \pi} \times \int_{- \infty}^{\infty} \left( \frac{- i 4 \pi \vec{k}}{k^2} e^{-i \vec{k} \cdot \vec{r'} } \times \vec{f}(\vec{r'}) \right) d^3r'

= \frac{\vec{k}}{{k^2}} \times \int_{- \infty}^{\infty} e^{-i \vec{k} \cdot \vec{r'} } \vec{k} \times \vec{f}(\vec{r'}) f^3r'

I am not sure where to go from here, but is everything up to this step valid?

Everything would be fine, except that I've made a huge mistake:

\hat{r} (i \vec{k} \cdot \hat{r}) = \hat{r} \times (\hat{r} \times i \vec{k}) + i \vec{k} (\hat{r} \cdot \hat{r}) = \hat{r} \times (\hat{r} \times i \vec{k}) + i \vec{k} = - (\hat{r} \times \hat{r}) \times i \vec{k} + i \vec{k} = 0 + i \vec{k} = i \vec{k}

Is clearly not true.

<br /> \vec{\nabla} \left( e^{-i \vec{k} \cdot \vec{r}} \right) = \hat{r}(-i\vec{k} \cdot \hat{r}) e^{-i \vec{k} \cdot \vec{r}} <br />

Must be used throughout the calculations.:frown:
 
  • #33
how come this is not true:

\hat{r} (i \vec{k} \cdot \hat{r}) = \hat{r} \times (\hat{r} \times i \vec{k}) + i \vec{k} (\hat{r} \cdot \hat{r}) = \hat{r} \times (\hat{r} \times i \vec{k}) + i \vec{k} = - (\hat{r} \times \hat{r}) \times i \vec{k} + i \vec{k} = 0 + i \vec{k} = i \vec{k}

Doesnt that just mean: \vec{\nabla} \left( e^{-i \vec{k} \cdot \vec{r}} \right) = -i \vec{k} e^{-i \vec{k} \cdot \vec{r}}

which is what has been used
 
  • #34
LocationX said:
how come this is not true:

\hat{r} (i \vec{k} \cdot \hat{r}) = \hat{r} \times (\hat{r} \times i \vec{k}) + i \vec{k} (\hat{r} \cdot \hat{r}) = \hat{r} \times (\hat{r} \times i \vec{k}) + i \vec{k} = - (\hat{r} \times \hat{r}) \times i \vec{k} + i \vec{k} = 0 + i \vec{k} = i \vec{k}

Doesnt that just mean: \vec{\nabla} \left( e^{-i \vec{k} \cdot \vec{r}} \right) = -i \vec{k} e^{-i \vec{k} \cdot \vec{r}}

which is what has been used

It is only true for the VERY special case that \vec{k}=k\hat{r} when \vec{k} points in a different direction, it is clearly false. And since we are integrating over all possible \hat{r} we can't possibly choose a coordinate system where k always points in the same direction as r.
 
  • #35
I think we are okay...

\vec{\nabla} \left( e^{-i \vec{k} \cdot \vec{r}} \right) = \frac{d}{dr_x} \left( e^{-i k_x r_x} e^{-i k_y r_y} e^{-i k_z r_z} \right) +\frac{d}{dr_y} \left( e^{-i k_x r_x} e^{-i k_y r_y} e^{-i k_z r_z} \right) +\frac{d}{dr_z} \left( e^{-i k_x r_x} e^{-i k_y r_y} e^{-i k_z r_z} \right)

= -ik_x e^{-i \vec{k} \cdot \vec{r}} - i k_y e^{-i \vec{k} \cdot \vec{r}} - i k_z e^{-i \vec{k} \cdot \vec{r}}

= -i \vec{k} e^{-i \vec{k} \cdot \vec{r}}
 
  • #36
LocationX said:
I think we are okay...

\vec{\nabla} \left( e^{-i \vec{k} \cdot \vec{r}} \right) = \frac{d}{dr_x} \left( e^{-i k_x r_x} e^{-i k_y r_y} e^{-i k_z r_z} \right) +\frac{d}{dr_y} \left( e^{-i k_x r_x} e^{-i k_y r_y} e^{-i k_z r_z} \right) +\frac{d}{dr_z} \left( e^{-i k_x r_x} e^{-i k_y r_y} e^{-i k_z r_z} \right)

= -ik_x e^{-i \vec{k} \cdot \vec{r}} - i k_y e^{-i \vec{k} \cdot \vec{r}} - i k_z e^{-i \vec{k} \cdot \vec{r}}

= -i \vec{k} e^{-i \vec{k} \cdot \vec{r}}

Yes, your right...phew!...Unfortunately there is still a problem in your \vec{f_{\perp}}(\vec{k}) somewhere and I haven't been able to pinpoint it yet. Your essentially getting

\hat{k} \times \hat{k} \times \vec{f}(\vec{k})

which would be zero. I think the answer is supposed to be :


\hat{k} \times \vec{f}(\vec{k})

so that \vec{f_{\perp}}(\vec{k}) pulls out the component of \vec{f}(\vec{k}) perpenciular to \vec{k}.
 
  • #37
why are we allowed to do this:

\frac{i\vec{k}}{4 \pi} \times \int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \left( \int_{- \infty}^{\infty} \frac{\widehat{(\vec{r}-\vec{r} )}}{|\vec{r}- \vec{r&#039;} |^2 } \times \vec{f}(\vec{r&#039;}) d^3r&#039; \right) d^3r = \frac{i\vec{k}}{4 \pi} \times \int_{- \infty}^{\infty} \left( \int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \frac{\widehat{(\vec{r}-\vec{r} )}}{|\vec{r}- \vec{r&#039;} |^2 } d^3r \right) \times \vec{f}(\vec{r&#039;}) d^3r&#039;
 
  • #38
LocationX said:
why are we allowed to do this:

\frac{i\vec{k}}{4 \pi} \times \int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \left( \int_{- \infty}^{\infty} \frac{\widehat{(\vec{r}-\vec{r} )}}{|\vec{r}- \vec{r&#039;} |^2 } \times \vec{f}(\vec{r&#039;}) d^3r&#039; \right) d^3r = \frac{i\vec{k}}{4 \pi} \times \int_{- \infty}^{\infty} \left( \int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \frac{\widehat{(\vec{r}-\vec{r} )}}{|\vec{r}- \vec{r&#039;} |^2 } d^3r \right) \times \vec{f}(\vec{r&#039;}) d^3r&#039;

I'm pretty sure that this part is fine:
e^{i\vec{k} \cdot \vec{r}}
is constant over r&#039; and so you can pull it inside the inner intgral.

You can then change the order of integration, integrating first over r and then r&#039;

and \vec{f}(\vec{r&#039;}) is constant over r so the \times \vec{f}(\vec{r&#039;}) can be pulled out of the integral over r

However, I still can't find the error. :confused:
 
  • #39
There's no problem.

\hat{k} \times \hat{k} \times \vec{f}(\vec{k}) = \hat{k}(\hat{k} \cdot \vec{f}) - \vec{f} \left|\hat{k}\right|^2 = \vec{f_{\perp}} - \vec{f}

which is the negative of the transverse component.

You're only missing a minus sign somewhere.
 
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  • #40
chenel said:
There's no problem.

\hat{k} \times \hat{k} \times \vec{f}(\vec{k}) = \hat{k}(\hat{k} \cdot \vec{f}) - \vec{f} \left|\hat{k}\right|^2 = \vec{f_{\perp}} - \vec{f}

which is the negative of the transverse component.

You're only missing a minus sign somewhere.

Wow, I can't believe I thought \hat{k} \times (\hat{k} \times \vec{f}(\vec{k}))=0. I shouldn't help people with there homework so late at night.:redface:
 
  • #41
Whoops, what I meant was

\hat{k} \times \hat{k} \times \vec{f}(\vec{k}) = \hat{k}(\hat{k} \cdot \vec{f}) - \vec{f} \left|\hat{k}\right|^2 = \vec{f_{\parallel}} - \vec{f}

Note that it's \vec{f} minus its LONGITUDINAL component that makes the the transverse component.

@gabbagabbahey: oh well. you did a lot of good stuff -- I guess we can take one mistake :)
 
  • #42
I think i found the missing negative... let me try and wrap things up. Thank you again for all the help.

u \vec{\nabla} v = \vec{\nabla} (uv) - v \vec{\nabla} u

\int_{- \infty}^{\infty} e^{i \vec{k} \cdot \vec{r}} \vec{\nabla} \left( \frac{-1}{|\vec{r}- \vec{r&#039;} | } \right) d^3r = \int_{- \infty}^{\infty} \vec{\nabla}\left( e^{i \vec{k} \cdot \vec{r}}} \frac{-1}{|\vec{r}- \vec{r&#039;} | } \right) d^3r - \int_{- \infty}^{\infty} \left( \frac{-1}{|\vec{r}- \vec{r&#039;} | } \right) \vec{\nabla} e^{i \vec{k} \cdot \vec{r}}

= \int_{- \infty}^{\infty} \frac{ i \vec{k} e^{i \vec{k} \cdot \vec{r}}} {|\vec{r}- \vec{r&#039;} |} d^3r

I had = \int_{- \infty}^{\infty} \frac{ - i \vec{k} e^{i \vec{k} \cdot \vec{r}}} {|\vec{r}- \vec{r&#039;} |} d^3r

Starting from post 31 including the negative sign, we have:

= \frac{\vec{k}}{{k^2}} \times \int_{- \infty}^{\infty} (-e^{-i \vec{k} \cdot \vec{r&#039;} }) \vec{k} \times \vec{f}(\vec{r&#039;}) d^3r&#039;

= \frac{\vec{k}}{k^2} \times \vec{k} \times \int_{- \infty}^{\infty} (-e^{-i \vec{k} \cdot \vec{r&#039;} }) \vec{f}(\vec{r&#039;}) d^3r&#039;

= \frac{\vec{k}}{k^2} \times \vec{k} \times - \vec{f}(\vec{k})

=\frac{\vec{k}}{k^2} \times \vec{k} \times - \vec{f}(\vec{k})

=\frac{- \hat{k}(\hat{k} \cdot \vec{f}(\vec{k}))}{k^2} + \frac{ \vec{f}(\vec{k}) \left|\hat{k}\right|^2}{k^2}

= \frac{- \vec{f_{\parallel}}(\vec{k}) + \vec{f}(\vec{k})}{k^2}


Does the k^2 belong there?
 
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  • #43
LocationX said:
Does the k^2 belong there?

Nope. Be careful: you're mixing \hat{k}'s and \vec{k}'s with abandon! Remember that
\hat{k} = \frac{\vec{k}}{k}
... that should straighten you out.
 
  • #44
sorry, i still do not see where i have mixed the khat and kvector
 
  • #45
actually, i think i got it... thank you.
 

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