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Z-transforms of t²e^(−at) and t·x(t−nT)

Short answer

(i) For x(t)=t²e^(-at), X(z)=T²e^(-aT)z(z+e^(-aT))/(z-e^(-aT))³. (ii) For y(t)=t·x(t-nT), Y(z)=z^(-n)[nTX(z)-Tz dX/dz] using translation and multiplication by t properties.

Determine the Z-transform for (i) x(t)=t²e⁻ᵃᵗ (ii) x(t)=t· x(t-nT).

(i) x(t)=t2e−atx(t) = t^2e^{-at}

Sampled: x(kT)=T2k2(e−aT)kx(kT) = T^2k^2(e^{-aT})^k. Let r=e−aTr = e^{-aT}.

From Z[1]=zz−1\mathcal{Z}[1] = \frac{z}{z-1} and Z[k x(k)]=−zdXdz\mathcal{Z}[k\,x(k)] = -z\frac{dX}{dz}:

Z[k]=z(z−1)2,Z[k2]=z(z+1)(z−1)3\mathcal{Z}[k] = \frac{z}{(z-1)^2}, \qquad \mathcal{Z}[k^2] = \frac{z(z+1)}{(z-1)^3}

Multiplying by rkr^k replaces zz by z/rz/r:

Z[k2rk]=(z/r)(z/r+1)(z/r−1)3=rz(z+r)(z−r)3\mathcal{Z}[k^2r^k] = \frac{(z/r)(z/r+1)}{(z/r-1)^3} = \frac{rz(z+r)}{(z-r)^3} X(z)=T2e−aTz(z+e−aT)(z−e−aT)3X(z) = \frac{T^2e^{-aT}z(z+e^{-aT})}{(z-e^{-aT})^3}

(ii) y(t)=t⋅x(t−nT)y(t) = t\cdot x(t-nT)

Assume x(t)=0x(t) = 0 for t<0t < 0 and Z[x(t)]=X(z)\mathcal{Z}[x(t)] = X(z).

Step 1 (real translation): Z[x(t−nT)]=z−nX(z)\mathcal{Z}[x(t-nT)] = z^{-n}X(z).

Step 2 (multiplication by tt): for sampled signals t=kTt = kT, and Z[kT f(kT)]=−TzddzF(z)\mathcal{Z}[kT\,f(kT)] = -Tz\frac{d}{dz}F(z).

Y(z)=−Tzddz[z−nX(z)]=−Tz[−nz−n−1X(z)+z−ndX(z)dz]=z−n[nT X(z)−TzdX(z)dz]\begin{aligned} Y(z) &= -Tz\frac{d}{dz}\left[z^{-n}X(z)\right] \\ &= -Tz\left[-nz^{-n-1}X(z) + z^{-n}\frac{dX(z)}{dz}\right] \\ &= z^{-n}\left[nT\,X(z) - Tz\frac{dX(z)}{dz}\right] \end{aligned}

Example: if x(t)=1(t)x(t) = 1(t), X(z)=zz−1X(z) = \frac{z}{z-1} and dXdz=−1(z−1)2\frac{dX}{dz} = \frac{-1}{(z-1)^2}, so Y(z)=z−n[nTzz−1+Tz(z−1)2]Y(z) = z^{-n}\left[\frac{nTz}{z-1} + \frac{Tz}{(z-1)^2}\right], the transform of kTkT for k≥nk \ge n.

Answers: (i) T2e−aTz(z+e−aT)(z−e−aT)3\dfrac{T^2e^{-aT}z(z+e^{-aT})}{(z-e^{-aT})^3}; (ii) z−n[nTX(z)−TzdX(z)dz]z^{-n}\left[nTX(z) - Tz\dfrac{dX(z)}{dz}\right].

✓ Answer checked by Claude Opus 5.5 (high effort)

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