Power spectrum for real, imaginary and complex functions.

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SUMMARY

The discussion focuses on the characteristics of the power spectrum |F(s)|² for real, imaginary, and complex functions. It is established that a purely real function results in an even power spectrum, while the properties of purely imaginary and complex functions require further exploration. The relationship between the Fourier transform and the power spectrum is emphasized, particularly the role of complex conjugates in simplifying the analysis.

PREREQUISITES
  • Understanding of Fourier Transform principles
  • Familiarity with complex functions and their properties
  • Knowledge of power spectrum analysis
  • Basic skills in mathematical proofs and analysis
NEXT STEPS
  • Research the properties of Fourier transforms for complex functions
  • Study the implications of complex conjugates in Fourier analysis
  • Explore the mathematical proof of evenness in power spectra for real functions
  • Learn about the differences in power spectrum characteristics for purely imaginary functions
USEFUL FOR

Students and researchers in mathematics, physics, and engineering, particularly those studying signal processing and Fourier analysis.

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Homework Statement


What can we say about the evenness and oddness of the power spectrum (|F(s)|[itex]^{2}[/itex]) if the input fuction is purely real, purely imaginary or complex?

I know that a real function will give an even power spectrum. But I can't prove it!


Homework Equations


F(s) = A(s)e[itex]^{j\Phi(s)}[/itex]
|F(s)|^2 = F(s).F*(s)

The Attempt at a Solution


I'm stumped!
 
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Power spectrum involves Fourier transformations right? You might be able to make some progress if you look how the complex conjugates of FT's simplify, depending on reality of the transformed function.
 

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