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A square matrix, in which each row is a circular shift of the preceding row

and the first row is a circular shift of the last row, is called circulant matrix.

Example:

he(o) he(M-1) he(M-2)………… he(1)

he(1) he(0) he(M-1)………. he(2)

.

.

he(M-1) he(M-2) he(M-3)………. he(0)

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