Spectral

In what way does the cross-spectral density of two signals describe their similarities?

In what way does the cross-spectral density of two signals describe their similarities?
  1. How do you interpret cross spectral density?
  2. How does power spectral density compare?
  3. What does the spectral density function of any signal?
  4. What is the cross correlation function corresponding to the cross power density spectrum?

How do you interpret cross spectral density?

A high cross spectral density value indicates the two time domain signals tend to have high power spectral density, while a value of 0 indicates they tend to have unrelated power spectral density. Note that the cross spectral density is a spectrum, so the previous sentence applies at specific frequency values.

How does power spectral density compare?

You can test it by summing all the absolutes differences between the two power spectra subtracted bin by bin, or you can compare the differences between the spectral content in suitable bands, or evaluating mean values, or frequency slopes in special ranges of frequencioes, and so on.

What does the spectral density function of any signal?

1 Energy Spectral Density. Energy spectral density, which is always an even, nonnegative, real-valued function of frequency, represents the distribution of the energy of the signal in the frequency domain.

What is the cross correlation function corresponding to the cross power density spectrum?

Cross-correlation function is a function that defines the relationship between two random signals. The cross power spectral density, Sxy❲f❳is complex-valued with real and imaginary parts given by co spectrum ❲Coxy❲f❳❳and quadrature spectrum ❲Quxy❲f❳❳respectively.

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