What properties determine whether one variable can be fourier-transformed into anothe

In summary, Fourier analysis allows us to transform between different variables, such as frequency and time, or position and momentum, by decomposing a function into a sum of sine and cosine waves. In quantum systems, Fourier transform can also be used to define momentum in terms of position wave function, but it may not necessarily be inversely related to position. The relationship between Fourier transformed quantities and other physical quantities is determined by physics.
  • #1
Simfish
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Frequency can be fourier-transformed into time and vice versa. They're inversely related.

In QM, momentum can be fourier-transformed into position and vice versa. But they're not necessarily inversely related. The uncertainty in time and the uncertainty in position merely have a lower bound.

So how do you determine how one variable can be fourier-transformed into another variable?
 
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  • #2


Simfish said:
Frequency can be fourier-transformed into time and vice versa. They're inversely related.

Not exactly. Fourier analysis works on groups of information items (such as position at a particular time for many different points of time) So it can translate a group of positions at different times into a group of frequencies and vice versa.
 
  • #3


Given any continuous function of a variable x, we can apply a Fourier transform that will decompose the function into a sum of sin(nx) and cos(nx) (in this case, n can take on any real value at all, and we can give the sines and cosines any complex weighting)

The n in this case is a "frequency" with respect to x.

In quantum systems, we can take the position wave function (which gives us the probability amplitude at each position) and Fourier transform it with respect to position. The "frequency" of the sines and cosines with respect to position is called the "wave length", and according to deBroglie, this is hbar * momentum.

So when we do a Fourier transform, we get some quantity like a frequency or wavelength. That this is related to any other physical quantity like momentum is put in by physics.

On the other hand, we can formally define a momentum via the Fourier transform of the wave function of some "position type measurement", and this generalized momentum can have many of the same properties of the usual momentum.
 

What properties determine whether one variable can be fourier-transformed into another?

The main properties that determine whether one variable can be Fourier-transformed into another are:

  • Periodicity: The variable must be periodic, meaning it repeats itself over a certain interval.
  • Smoothness: The variable must be smooth or continuous, with no sharp edges or discontinuities.
  • Finiteness: The variable must be finite, meaning it has a definite beginning and end.
  • Decay: The variable must decay at a fast enough rate, meaning it approaches zero as the variable approaches infinity.
  • Integrability: The variable must be integrable, meaning it can be represented by a definite integral.

Can any variable be Fourier-transformed into another?

No, not all variables can be Fourier-transformed into another. The variable must meet the properties mentioned above in order for the Fourier transform to exist.

What is the purpose of Fourier transformation?

The purpose of Fourier transformation is to convert a function from the time or spatial domain to the frequency domain. This allows us to analyze the frequency components of a signal and understand its behavior or characteristics.

Can Fourier transformation be applied to non-linear functions?

Yes, Fourier transformation can be applied to non-linear functions as long as they meet the properties mentioned above. However, the resulting Fourier transform may not be as simple or easy to interpret as in the case of linear functions.

How is Fourier transformation related to the study of waves and oscillations?

Fourier transformation is closely related to the study of waves and oscillations. In fact, it is often used to analyze and understand the behavior of waves, as it allows us to break down a complex wave into its individual frequency components.

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