Complex Conjugate of the comb function

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SUMMARY

The discussion centers on the complex conjugate of the comb function, specifically in the context of deriving an expression for light intensity after spatial filtering. The comb function, defined as comb(x) = ∑_{N=-∞}^{∞} δ(x-N), is questioned regarding whether its complex conjugate is equivalent to itself. The user attempts to manipulate the expression I(x) = [comb(2x) ∗ e^{iΦ(x)}][comb^*(2x) ∗ e^{-iΦ(x)}] under the assumption that the comb function is self-conjugate, leading to potential mathematical inconsistencies when dealing with the square of the delta distribution.

PREREQUISITES
  • Understanding of convolution operators in signal processing.
  • Familiarity with the Dirac delta function and its properties.
  • Knowledge of complex functions and their conjugates.
  • Basic principles of Fourier transforms and momentum space representation.
NEXT STEPS
  • Research the properties of the Dirac delta function and its complex conjugate.
  • Study the mathematical implications of squaring the delta distribution.
  • Learn about the convolution theorem in the context of Fourier transforms.
  • Explore the concept of autocorrelation in signal processing.
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Researchers and students in optics, signal processing, and applied mathematics, particularly those working on spatial filtering and light intensity analysis.

sahand_n9
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Homework Statement


This is not exactly a HW problem but related to my thesis work where I am deriving an expression for the intensity of light after a particular spatial filtering. I have:

I(x) = \left[ comb(2x) \ast e^{i\Phi(x)} \right] \left[ comb^*(2x) \ast e^{-i\Phi(x)} \right]
Where comb(x) = \sum_{N=-\infty}^{\infty} \delta(x-N), the symbol \ast is the convolution operator, and \Phi(x) is some arbitrary function of x.


Homework Equations


Is the complex conjugate of the comb function the same as itself? I have not been able to find anything on the complex conjugate of the Dirac delta function or the comb function. I cannot see why it would be different but I am not sure.


The Attempt at a Solution


My attempt at re-arranging the terms using commutative property of the convolution with the assumption that the complex conjugate of the comb function is itself yields:
I(x) = comb^2(2x) \ast e^{i\Phi(x)} \ast e^{-i\Phi(x)}

Now, isn't e^{i\Phi(x)} \ast e^{-i\Phi(x)} just the auttcorrelation of e^{i\Phi(x)}?
 
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sahand_n9 said:

Homework Statement


This is not exactly a HW problem but related to my thesis work where I am deriving an expression for the intensity of light after a particular spatial filtering. I have:

I(x) = \left[ comb(2x) \ast e^{i\Phi(x)} \right] \left[ comb^*(2x) \ast e^{-i\Phi(x)} \right]
Where comb(x) = \sum_{N=-\infty}^{\infty} \delta(x-N), the symbol \ast is the convolution operator, and \Phi(x) is some arbitrary function of x.

Homework Equations


Is the complex conjugate of the comb function the same as itself? I have not been able to find anything on the complex conjugate of the Dirac delta function or the comb function. I cannot see why it would be different but I am not sure.
Write out the general defining equation of the delta distribution. How does it act on an arbitrary complex-valued function ##f(z)## ?

The Attempt at a Solution


My attempt at re-arranging the terms using commutative property of the convolution with the assumption that the complex conjugate of the comb function is itself yields:
I(x) = comb^2(2x) \ast e^{i\Phi(x)} \ast e^{-i\Phi(x)}
Careful! Your comb##^2## function would involve squares of the delta distribution, which is mathematically ill-defined.

Consider
$$\Big(f(x) \ast g(x)\Big)\Big(a(x) \ast b(x)\Big).$$Write out both products separately as integrals. Then try to take the product. Also think carefully about what a product is in momentum space, and vice versa...
 

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