Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2024/iii/paper-324/1/b/solution

A shift-invariant basis is a common eigenbasis of all cyclic shift operators . For the displayed Fourier states, orthonormality follows from the root-of-unity filter:
There are vectors in this orthonormal set in the -dimensional Hilbert space, so they form a basis. Reindexing the finite sum gives
Thus every is simultaneously an eigenvector of every shift, with eigenvalue for .

New to topics? Read the docs here!