Lezione 12 · Canale 1 · martedì 20 ottobre 2026

Trasformata Z e sistemi campionati

Sistemi Dinamici

Formulario

Trasformata Z

F(z)=∑t=0∞f(t) z−tF(z)=\sum_{t=0}^{\infty}f(t)\,z^{-t}

Sistema discreto

Φ(z)=z(zI−A)−1W(z)=C(zI−A)−1B+D\begin{gathered} \Phi(z)=z(zI-A)^{-1}\\ W(z)=C(zI-A)^{-1}B+D \end{gathered}

Impulso e gradino

Z[δ(t)]=1\mathcal Z[\delta(t)]=1 Z[δ−1(t)]=zz−1\mathcal Z[\delta_{-1}(t)]=\frac{z}{z-1}

Modo naturale

Z[λt]=zz−λ\mathcal Z[\lambda^t]=\frac{z}{z-\lambda}

con ∣z∣>∣λ∣|z|>|\lambda|

Seno e coseno, ∣z∣>1|z|>1

Z[sin⁡θt]=zsin⁡θz2−2zcos⁡θ+1\mathcal Z[\sin\theta t]= \frac{z\sin\theta}{z^2-2z\cos\theta+1} Z[cos⁡θt]=z(z−cos⁡θ)z2−2zcos⁡θ+1\mathcal Z[\cos\theta t]= \frac{z(z-\cos\theta)}{z^2-2z\cos\theta+1}

Ritardo e anticipo

Z[f(t−1)]=z−1F(z)Z[f(t+1)]=zF(z)−zf(0)\begin{gathered} \mathcal Z[f(t-1)]=z^{-1}F(z)\\ \mathcal Z[f(t+1)]=zF(z)-zf(0) \end{gathered}

Moltiplicare per ρt\rho^t o per tt

Z[ρtf(t)]=F(z/ρ)\mathcal Z[\rho^t f(t)]=F(z/\rho) Z[t f(t)]=−z F′(z)\mathcal Z[t\,f(t)]=-z\,F'(z)

Forma polinomiale discreta

t[k]=t(t−1)⋯(t−k+1)t^{[k]}=t(t-1)\cdots(t-k+1) Z[t[k]k!]=z(z−1)k+1\mathcal Z\Bigl[\frac{t^{[k]}}{k!}\Bigr]=\frac{z}{(z-1)^{k+1}}

Antitrasformata

F(z)z=R1z+∑i=1nRi+1z−zi\begin{aligned} \frac{F(z)}{z}&=\frac{R_1}{z}\\ &\quad+\sum_{i=1}^{n}\frac{R_{i+1}}{z-z_i} \end{aligned} f(t)=R1 δ(t)+∑i=1nRi+1 zitf(t)=R_1\,\delta(t)+\sum_{i=1}^{n}R_{i+1}\,{z_i}^{t}

Sistema campionato

Wd(z)=z−1z⋅Z[L−1[W(s)s]t=kT]\begin{aligned} W_d(z)&=\frac{z-1}{z}\\ &\quad\cdot\mathcal Z\Bigl[\mathcal L^{-1}\Bigl[\frac{W(s)}{s}\Bigr]_{t=kT}\Bigr] \end{aligned}

Ricavare W(s)W(s)

W(s)=YF(s)U(s)W(s)=\frac{Y_F(s)}{U(s)}

pp ingressi: pp prove indipendenti

Matrici e passaggio diretto

A=lim⁡t→0dΦ(t)dtB=H(0)C=Ψ(0)D=lim⁡s→∞W(s)\begin{gathered} A=\lim_{t\to0}\frac{d\Phi(t)}{dt}\\ B=H(0)\\ C=\Psi(0)\\ D=\lim_{s\to\infty}W(s) \end{gathered}