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$\text{H}$ is a circulant matrix (row $n$ is obtained by circularly shifting row $1$ to the right by $n$ positions) and $\text{F}$ is the $\text{DFT}$ matrix. Which of the following is true?

  1. $F H F^{H}$ is circulant, where $F^{H}$ is the inverse $\text{DFT}$ matrix.
  2. $F H F^{H}$ is tridiagonal
  3. $F H F^{H}$ is diagonal
  4. $F H F^{H}$ has real entries
  5. None of the above
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