What Does Each Subscript in the Fourier Transform Function Represent?

In summary, you will need to use the given formula to generate the Fourier transform of the function provided. The subscripts in f(x) represent different functions that are being added together. Since the functions are not specified, you will need to use a general form of the formula by replacing f(x) with a variable such as g(x) or h(x). This will give you a mathematical representation of a diffraction grating.
  • #1
R.Harmon
24
0

Homework Statement


Generate the Fourier transform of the function:
[tex]f(x)=f_{-Na}(x)+f_{-(N-1)a}(x)+\cdots+f_{(N-1)a}(x)+f_{Na}(x)[/tex]

Homework Equations



[tex]\tilde{f}(k)=\frac{1}{\sqrt{2\pi}}\int^{\infty}_{-\infty}f(x)e^{ikx}dx[/tex]
The following formula may also be used:
[tex]\frac{1}{x^N}+\frac{1}{x^{N-1}}+\cdots+1+\cdots+x^{N-1}+x^N=x^{-N}(1+x+x^2+x^{2N})
=\frac{x^{-(N+0.5)}-x^{N+0.5}}{x^{-0.5}-x^{0.5}}[/tex]
It also says in the question that this is a mathematical form of a diffraction grating.

The Attempt at a Solution


My problem with this question is not so much doing the Fourier transformation, but more that I don't understant what the subscripts in f(x) mean (for example [tex]f_{-Na}(x)[/tex]), so I can't even make a start on the question without doing it in some general form, so could anybody possibly point me in the right direction with how to tackle these? Any help is greatly appreciated.
 
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  • #2


The subscripts in f(x) indicate different functions that are being added together. For example, f_{-Na}(x) represents one function, f_{-(N-1)a}(x) represents another function, and so on. These functions are being added together to create the overall function f(x).

To generate the Fourier transform of this function, you will need to use the formula given in the Homework Equations section. You will need to apply this formula to each individual function in the summation, and then add all of the resulting Fourier transforms together.

Since the functions in the summation are not specified, you will need to use the general form of the formula. This means that instead of using f(x), you will use a variable such as g(x) or h(x) to represent the individual functions.

Once you have applied the formula to each individual function and added them together, you will have the Fourier transform of the overall function f(x). This will give you a mathematical representation of the diffraction grating described in the question.

I hope this helps to clarify the question and guide you in the right direction for solving it. Good luck!
 

Related to What Does Each Subscript in the Fourier Transform Function Represent?

1. What is the Fourier Transformation?

The Fourier Transformation is a mathematical technique used to decompose a complex signal into its constituent frequencies. It is used in various fields such as signal processing, image processing, and data analysis.

2. What is the difference between Fourier Transformation and Fourier Series?

The Fourier Transformation is used for continuous signals while the Fourier Series is used for periodic signals. The Fourier Transformation results in a continuous frequency spectrum while the Fourier Series results in a discrete frequency spectrum.

3. How is the Fourier Transformation calculated?

The Fourier Transformation is calculated using an integral formula, which involves integrating the signal over all time periods and multiplying it by a complex exponential function.

4. What are the applications of Fourier Transformation?

Fourier Transformation has a wide range of applications, including signal and image processing, data compression, pattern recognition, and solving differential equations. It is also used in fields such as physics, engineering, and finance.

5. What are the limitations of Fourier Transformation?

Fourier Transformation assumes that the signal is periodic or has a finite length, which may not be true for some signals. It also assumes that the signal is continuous, which may not be the case for digital signals. Additionally, it cannot handle signals with sudden changes or discontinuities.

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