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Z-transform of k² e^(−ak) from unit step

Short answer

Multiply unit step by e^{-ak} using scaling Z[b^k x(k)]=X(z/b), then apply Z[k x(k)]=-z dX/dz twice. Result: Z[k^2 e^{-ak}] = e^{-a} z (z+e^{-a}) / (z-e^{-a})^3.

Starting from the z transform of unit step function, determine the z transform of k²e⁻ᵃᵏ.

Start from the unit step and build the result in three steps: multiply by e−ake^{-ak} (scaling in the z-domain), then multiply by kk twice (differentiation in the z-domain).

Properties used

  1. Unit step: Z[1(k)]=∑k=0∞z−k=zz−1\mathcal{Z}[1(k)] = \displaystyle\sum_{k=0}^{\infty}z^{-k} = \frac{z}{z-1}, ∣z∣>1|z| > 1
  2. Scaling (multiplication by bkb^k): Z[bkx(k)]=X(zb)\mathcal{Z}[b^k x(k)] = X\left(\dfrac{z}{b}\right)
  3. Multiplication by kk: Z[k x(k)]=−zddzX(z)\mathcal{Z}[k\,x(k)] = -z\dfrac{d}{dz}X(z)

Proof of property 3: −zddz∑x(k)z−k=−z∑(−k)x(k)z−k−1=∑k x(k)z−k-z\dfrac{d}{dz}\sum x(k)z^{-k} = -z\sum(-k)x(k)z^{-k-1} = \sum k\,x(k)z^{-k}.

Step 1: e−ake^{-ak}

Use property 2 with b=e−ab = e^{-a}, writing E=e−aE = e^{-a} for short:

Z[e−ak]=z/Ez/E−1=zz−E=zz−e−a\mathcal{Z}[e^{-ak}] = \frac{z/E}{z/E - 1} = \frac{z}{z - E} = \frac{z}{z - e^{-a}}

Step 2: k e−akk\,e^{-ak}

Z[k e−ak]=−zddz(zz−E)=−z⋅(z−E)−z(z−E)2=Ez(z−E)2\mathcal{Z}[k\,e^{-ak}] = -z\frac{d}{dz}\left(\frac{z}{z-E}\right) = -z\cdot\frac{(z-E) - z}{(z-E)^2} = \frac{Ez}{(z-E)^2}

Step 3: k2e−akk^2e^{-ak}

Z[k2e−ak]=−zddz[Ez(z−E)2]=−z⋅E(z−E)2−Ez⋅2(z−E)(z−E)4=−z⋅E(z−E)−2Ez(z−E)3=−z⋅−E(z+E)(z−E)3=Ez(z+E)(z−E)3\begin{aligned} \mathcal{Z}[k^2e^{-ak}] &= -z\frac{d}{dz}\left[\frac{Ez}{(z-E)^2}\right] \\ &= -z\cdot\frac{E(z-E)^2 - Ez\cdot2(z-E)}{(z-E)^4} \\ &= -z\cdot\frac{E(z-E) - 2Ez}{(z-E)^3} = -z\cdot\frac{-E(z+E)}{(z-E)^3} \\ &= \frac{Ez(z+E)}{(z-E)^3} \end{aligned}

Result

Z[k2e−ak]=e−az (z+e−a)(z−e−a)3=e−az−1(1+e−az−1)(1−e−az−1)3,∣z∣>e−a\mathcal{Z}[k^2e^{-ak}] = \frac{e^{-a}z\,(z + e^{-a})}{(z - e^{-a})^3} = \frac{e^{-a}z^{-1}(1 + e^{-a}z^{-1})}{(1 - e^{-a}z^{-1})^3}, \quad |z| > e^{-a}

Check

Take e−a=0.5e^{-a} = 0.5. Then X(z)=0.5z(z+0.5)(z−0.5)3X(z) = \dfrac{0.5z(z+0.5)}{(z-0.5)^3}, and its series is 0.5z−1+z−2+1.125z−3+z−4+…0.5z^{-1} + z^{-2} + 1.125z^{-3} + z^{-4} + \dots. Direct values of k2(0.5)kk^2(0.5)^k for k=0k = 0 to 44 are 0,0.5,1,1.125,10, 0.5, 1, 1.125, 1, which match.

As a special case, a=0a = 0 gives Z[k2]=z(z+1)(z−1)3\mathcal{Z}[k^2] = \dfrac{z(z+1)}{(z-1)^3}, the known result.

Answer: Z[k2e−ak]=e−az(z+e−a)(z−e−a)3\mathcal{Z}[k^2e^{-ak}] = \dfrac{e^{-a}z(z + e^{-a})}{(z - e^{-a})^3}.

✓ Answer checked by Claude Opus 5.5 (high effort)

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