Autocorrelation

How to visualize the autocorrelation matrix and it's properties

How to visualize the autocorrelation matrix and it's properties
  1. What is autocorrelation matrix?
  2. What is correlation and autocorrelation in DSP?

What is autocorrelation matrix?

The autocorrelation matrix is a Hermitian matrix for complex random vectors and a symmetric matrix for real random vectors. The autocorrelation matrix is a positive semidefinite matrix, i.e. for a real random vector, and respectively. in case of a complex random vector.

What is correlation and autocorrelation in DSP?

Crosscorrelation is a measure of similarity between two signals, while autocorrelation is a measure of how similar a signal is to itself. Autocorrelation for stochastic signals and the crosscorrelation between input and output signals to help identify an unknown system have been discussed earlier.

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