Expanding the square and using orthogonality of Fourier modes,
Finite truncations justify the calculation directly, and passage to the limit proves Parseval identity for every square-summable sequence.
Fourier transformation in turns the recurrence into
An amplification factor therefore satisfies
For , the quadratic Schur stability criterion gives
where and . Thus both roots lie in the closed unit disk; roots on it at are simple. At , the roots are . Parseval's identity then gives stability precisely for
which is the full stated parameter range.

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