Orthogonality and Inverse of DFT Matrix. Since there are missing information about my question, I re-open the topic.

Lucille Douglas

Lucille Douglas

Answered question

2022-09-06

Orthogonality and Inverse of DFT Matrix
Since there are missing information about my question, I re-open the topic. I am trying to proof that the DFT matrix is orthogonal but i stucked. I just know to proof the orthogonality of two vectors, not a single matrix. How can we proof that the DFT matrix is orthogonal?
D N = [ 1 1 1 1 1 W N W N 2 W N ( N 1 ) 1 W N 2 W N 4 W N 2 ( N 1 ) 1 W N N 1 W N 2 ( N 1 ) W N ( N 1 ) ( N 1 ) ]

Answer & Explanation

trabadero2l

trabadero2l

Beginner2022-09-07Added 15 answers

Step 1
I'm not assuming that the entries of the matrix are properly normalized :
Let's called the matrix Ω n . The matrix is symmetric since ω n i j = ω n j i . To prove the fact about orthogonality on the columns of the matrix we have to show that the product between the i-th row of Ω n H and the j-th column of Ω n is 0 if i j and n if i = j, i.e
k = 0 n 1 ω n ¯ i k ω n j k = { n i = j 0 i j
Step 2
The sum reduces to k = 0 n 1 ω n r k where r = j i. So the thesis follows from :
Lemma: i = 0 n 1 ω n k i = { n k 0 mod n 0 k 0 mod n

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