Module 7 : Discrete State Space Models

Lecture 1 : Introduction to State Variable Model

where $ \Phi (T)=e^{AT}$ and $ \displaystyle
\theta(T)=\int_{kT}^{(k+1)T} \Phi ((k+1)T-\tau) B d\tau$.

If $ t'=\tau
-kT$, we can rewrite $ \theta(T)$ as $ \displaystyle
\theta(T)=\int_{0}^{T} \Phi (T-t') B dt'$.

Equation (4) has a similar form as that of equation (3) if we consider $ \phi(T)=\bar A$ and $ \theta(T)=\bar B$. Similarly by setting t = kT , one can show that the output equation also has a similar form as that of the continuous time one.

When T = 1,

 

2.2 State Equations of Inherently Discrete Systems

When a discrete system is composed of all digital signals, the state and output equations can be described by