Fourier Transform of a function squared.

In summary, the Fourier Transform is linear, allowing us to take the Inverse Fourier Transform of the RHS. This shows that the reduction given is correct, and that \(\mathcal{F}(u^2) = \mathcal{F}(u\cdot u)\) cannot be further simplified.
  • #1
Dustinsfl
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Consider \(u_t = -u_{nxxx} - 3(u^2)_{nx}\).

The Fourier Transform is linear so taking the Inverse Fourier transform of the Fourier Transform on the RHS we have
\begin{align}
-\mathcal{F}^{-1}\left[\mathcal{F}\left[u_{nxxx} - 3(u^2)_{nx}\right]\right] &= -\mathcal{F}^{-1} \left[\mathcal{F}\left[(ik)^3u\right]\right] - 3\mathcal{F}^{-1}\left[\mathcal{F} \left[(ik)u^2\right]\right]\\
&= ik^3\mathcal{F}^{-1}\left[\mathcal{F}(u)\right] - ik\mathcal{F}^{-1}\left[\mathcal{F}(u^2)\right]
\end{align}
  1. Is the above reduction correct?
  2. Can \(\mathcal{F}(u^2) = \mathcal{F}(u\cdot u)\) be further reduced?
 
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  • #2
Yes, the reduction is correct. You cannot further reduce \(\mathcal{F}(u^2) = \mathcal{F}(u\cdot u)\).
 

FAQ: Fourier Transform of a function squared.

What is the Fourier Transform of a function squared?

The Fourier Transform of a function squared is the square of the Fourier Transform of the original function. It represents the distribution of energy or power over different frequencies in the original function.

What is the significance of Fourier Transform of a function squared?

The Fourier Transform of a function squared is useful in signal processing and image analysis, as it can help identify dominant frequencies and reduce noise. It also has applications in quantum mechanics and probability theory.

How is the Fourier Transform of a function squared calculated?

The Fourier Transform of a function squared is calculated by squaring the Fourier Transform of the original function. This can be done analytically or using numerical methods, such as the Fast Fourier Transform algorithm.

Can the Fourier Transform of a function squared be inverted?

Yes, the Fourier Transform of a function squared can be inverted to obtain the original function. This can be done using the inverse Fourier Transform, which is the complex conjugate of the Fourier Transform.

How is the Fourier Transform of a function squared used in real-life applications?

The Fourier Transform of a function squared has various applications in fields such as signal processing, image analysis, and data compression. It is also used in physics, engineering, and mathematics to analyze and understand periodic phenomena and functions.

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