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State and prove final value theorem
Short answer
If x(k) tends to a finite limit and (1–z⁻¹)X(z) has all poles inside |z|=1, then x(∞)=lim_{z→1}(z–1)X(z). Proof: Use Z[x(k+1)–x(k)]=(z–1)X(z)–z x(0), take z→1, and evaluate the telescoping sum yielding x(∞)–x(0).
State and prove final value theorem for z-transform.
Statement
If X(z) = Z[x(k)] and (1 − z⁻¹)X(z) has all its poles inside the unit circle |z| = 1 (so that x(k) tends to a finite limit), then
x(∞) = lim (k → ∞) x(k) = lim (z → 1) (z − 1) X(z) = lim (z → 1) (1 − z⁻¹) X(z)
Proof
Use the shifting property Z[x(k + 1)] = z X(z) − z x(0). Then
Z[x(k + 1) − x(k)] = z X(z) − z x(0) − X(z) = (z − 1) X(z) − z x(0)
By definition of the z-transform,
Σ (k = 0 to ∞) [x(k + 1) − x(k)] z⁻ᵏ = (z − 1) X(z) − z x(0)
Take the limit z → 1 on both sides. The left side becomes a telescoping sum:
lim (n → ∞) Σ (k = 0 to n) [x(k + 1) − x(k)] = lim (n → ∞) [x(n + 1) − x(0)] = x(∞) − x(0)
The right side becomes lim (z → 1) (z − 1) X(z) − x(0).
Hence
x(∞) − x(0) = lim (z → 1) (z − 1) X(z) − x(0)
so
x(∞) = lim (z → 1) (z − 1) X(z)
Condition: the theorem is valid only if x(∞) exists, i.e. all poles of (z − 1)X(z) lie inside the unit circle.
✓ Answer checked by Claude Opus 5.5 (high effort)
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