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Pulse transfer function matrix (G = [−4 1; −2 −1], D = [1; 0])

Short answer

Compute F(z)=C(zI−G)^(−1)H+D. The mode at z=−2 cancels, and D1=1 gives direct feed-through. The pulse transfer function matrix is Y1(z)/U(z) = (z+5)/(z+3), Y2(z)/U(z) = 3/(z+3).

Determine pulse transfer function matrix for the following state space representation: x(k+1)=Gx(k)+Hu(k), y(k)=Cx(k)+Du(k), where G=[-4 1; -2 -1], H=[1; 1], C=[1 1; 2 1], D=[1; 0].

The pulse transfer function matrix is F(z)=C(zI−G)−1H+D\mathbf{F}(z) = \mathbf{C}(z\mathbf{I}-\mathbf{G})^{-1}\mathbf{H} + \mathbf{D}. There is one input and two outputs, so F(z)\mathbf{F}(z) is a 2×1 matrix.

Step 1: zI−Gz\mathbf{I}-\mathbf{G} and its inverse

zI−G=[z+4−12z+1]z\mathbf{I}-\mathbf{G} = \begin{bmatrix} z+4 & -1 \\ 2 & z+1 \end{bmatrix} ∣zI−G∣=(z+4)(z+1)+2=z2+5z+6=(z+2)(z+3)|z\mathbf{I}-\mathbf{G}| = (z+4)(z+1) + 2 = z^2 + 5z + 6 = (z+2)(z+3) (zI−G)−1=1(z+2)(z+3)[z+11−2z+4](z\mathbf{I}-\mathbf{G})^{-1} = \frac{1}{(z+2)(z+3)}\begin{bmatrix} z+1 & 1 \\ -2 & z+4 \end{bmatrix}

Step 2: Multiply by H

(zI−G)−1H=1(z+2)(z+3)[z+1+1−2+z+4]=1(z+2)(z+3)[z+2z+2]=[1z+31z+3](z\mathbf{I}-\mathbf{G})^{-1}\mathbf{H} = \frac{1}{(z+2)(z+3)}\begin{bmatrix} z+1+1 \\ -2+z+4 \end{bmatrix} = \frac{1}{(z+2)(z+3)}\begin{bmatrix} z+2 \\ z+2 \end{bmatrix} = \begin{bmatrix} \dfrac{1}{z+3} \\[2mm] \dfrac{1}{z+3} \end{bmatrix}

Step 3: Multiply by C

C(zI−G)−1H=[1121][1z+31z+3]=[2z+33z+3]\mathbf{C}(z\mathbf{I}-\mathbf{G})^{-1}\mathbf{H} = \begin{bmatrix} 1 & 1 \\ 2 & 1 \end{bmatrix}\begin{bmatrix} \dfrac{1}{z+3} \\[2mm] \dfrac{1}{z+3} \end{bmatrix} = \begin{bmatrix} \dfrac{2}{z+3} \\[2mm] \dfrac{3}{z+3} \end{bmatrix}

Step 4: Add D

F(z)=[2z+3+13z+3+0]=[z+5z+33z+3]\mathbf{F}(z) = \begin{bmatrix} \dfrac{2}{z+3} + 1 \\[2mm] \dfrac{3}{z+3} + 0 \end{bmatrix} = \begin{bmatrix} \dfrac{z+5}{z+3} \\[2mm] \dfrac{3}{z+3} \end{bmatrix}

Remarks

  • The factor (z+2)(z+2) cancels: the mode at z=−2z = -2 is not excited by the input, so it does not appear in F(z)\mathbf{F}(z).
  • The non-zero D1=1D_1 = 1 makes Y1/UY_1/U have equal numerator and denominator degree (direct feed-through).

Answer: Y1(z)U(z)=z+5z+3\dfrac{Y_1(z)}{U(z)} = \dfrac{z+5}{z+3}, Y2(z)U(z)=3z+3\dfrac{Y_2(z)}{U(z)} = \dfrac{3}{z+3}

✓ Answer checked by Claude Opus 5.5 (high effort)

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