Fourier Transforms: Exp(-iwt) or Exp(iwt)?

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In summary, the kernel of a Fourier transform can be either exp(-iwt) or exp(iwt), as there is no strict convention. The only requirement is to be consistent between the forward and inverse transforms, with the latter having the opposite sign. This applies even in multidimensional Fourier transforms, where one can choose different sign conventions. Some places use a sign convention that follows the Minkowski metric in special relativity. Additionally, the choice of 2π is also up to the user, as long as the inverse transform has the opposite value.
  • #1
zheng89120
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I have a simple question. Is the kernel of a Fourier transform exp(-iwt) or exp(iwt). It feels like my professor sometimes uses one, and sometimes uses the other.
 
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  • #2
It can be either. There's no strict convention. The only thing you have to make sure of is that you are consistent between the Fourier transform and the inverse Fourier transform. Whichever sign you pick for the forward transform, the inverse transform must have the opposite sign.

Note that you do not even have to use the same sign convention in multidimensional Fourier transforms. e.g., one could write

[tex]F(k_x,k_y,k_z,\omega) = \int_{-\infty}^\infty dx~dy~dz~dt~e^{i(k_x x + k_y y + k_z z - \omega t)} f(x,y,z,t)[/tex]

Some places adopt this sign convention so that it follows the sign convention of the minkowski metric in special relativity.

The point is the sign is up to you to choose, but the inverse transform has to have the opposite sign.
 
  • #3
Ditto about the [itex]2\pi[/itex] 's.
 

1. What is the purpose of using the exponential form in Fourier transforms?

The exponential form, also known as the complex form, is used in Fourier transforms to represent the amplitude and phase information of a signal. It allows for a more concise and intuitive representation of the signal in the frequency domain.

2. What is the difference between Exp(-iwt) and Exp(iwt) in Fourier transforms?

The difference between Exp(-iwt) and Exp(iwt) is the direction of rotation in the complex plane. Exp(-iwt) represents a clockwise rotation, while Exp(iwt) represents a counterclockwise rotation. This difference is important when dealing with phase information in Fourier transforms.

3. How do Exp(-iwt) and Exp(iwt) affect the frequency domain representation of a signal?

The exponential forms have a direct impact on the frequency domain representation of a signal. Exp(-iwt) shifts the frequency components to the left, while Exp(iwt) shifts them to the right. This shift can be seen in the phase spectrum of the signal.

4. Is one form of the exponential function preferred over the other in Fourier transforms?

No, there is no preference for one form over the other in Fourier transforms. Both Exp(-iwt) and Exp(iwt) are equally valid representations and can be used interchangeably. The choice may depend on the specific problem or preference of the user.

5. How do I choose which form of the exponential function to use in a Fourier transform?

The choice of which form to use in a Fourier transform depends on the problem at hand. In some cases, one form may be more convenient or intuitive to use over the other. It is important to understand the properties of both forms and choose the one that best suits the specific problem.

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