Discrete-Time Systems


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Discrete-Time Systems

These systems are descibed by difference equations, i.e.,

General formula:

If is constant, i.e. , then , so the solution formula is

The Laplace Transform technique and transfer function assume does not grow faster than an exponential function, i.e.,

The Laplace Transform is given by

The integral converges for whose real part i.e. .

We use the Laplace Transform to find the solution of the state equation,

Then if

If we have the general linear system

we can use the Laplace Transform to solve the system, so

then

For SISO (single input, single output) systems, we can divide by , so

The last expression is called the transfer function of a linear system, usually denoted by . Since

where adj is the matrix of cofactors. Then is a polynomial of degree , and is a matrix of polynomials of degree . So

Then is a matrix of polynomials of the form

Example .

Let us compare this result with the one obtained by the time-domain calculations. If if , with if , then

As before, let , then

Using the Laplace Transform tables for each of the three terms above, we obtain

which coincides with the time-domain result.



Hongxing Xia
Thu Mar 16 12:44:11 EST 1995