State Space Form: Difference between revisions

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== State Space Form ==
In my Signals and Systems II class at University of Idaho, we are learning about the state space form of representing a solution to a LTI differential equation. I'll add more here soon.
Consider the differential equation
<math>\frac{d^2 y}{d t^2}+2\frac{xy}{dt}+3y=f(t)</math> <br>
or <br>
<math>\ddot y +2\dot y + 3y =f(t) </math> <br>
The state of this equation can be described using what is called state space form. State space form gives the blah blah more here.
 
let <math>x1 = y</math> <br>
let <math>x2=\dot y </math> <br>
so <math>\dot x2 = \ddot y </math> <br>
 
 
We can now re-write the equation above to be:<br>
<math>\dot x2 + 2x2 + 3 x1 = f(t)</math><br>
so <br><math>\dot x2 = -3x1 -2x2 + f(t)</math><br>
and from the definition above <br><math>\dot x1 = x2</math><br>




In my Signals and Systems II class at University of Idaho, we are learning about the state space form of representing a solution to a LTI differential equation. I'll add more here soon.
 
We can take this and put it into matrix form:
<math>
\begin{bmatrix}
\dot x1 \\
\dot x2 \\
\end{bmatrix}
=
\begin{bmatrix}
0 & 1 \\
-3 & -2 \\
\end{bmatrix}
\begin{bmatrix}
x1 \\
x2 \\
\end{bmatrix}
+
\begin{bmatrix}
0 \\
1 \\
\end{bmatrix}
f(t)
</math><br>
Or, more generally,<br>
<math>\mathbf{\dot x} = \mathbf{Ax+B}f</math><br>
This is called the state space representation of the differential equation.

Revision as of 12:08, 30 August 2010

In my Signals and Systems II class at University of Idaho, we are learning about the state space form of representing a solution to a LTI differential equation. I'll add more here soon. Consider the differential equation d2ydt2+2xydt+3y=f(t)
or
y¨+2y˙+3y=f(t)
The state of this equation can be described using what is called state space form. State space form gives the blah blah more here.

let x1=y
let x2=y˙
so x˙2=y¨


We can now re-write the equation above to be:
x˙2+2x2+3x1=f(t)
so
x˙2=3x12x2+f(t)
and from the definition above
x˙1=x2


We can take this and put it into matrix form: [x˙1x˙2]=[0132][x1x2]+[01]f(t)
Or, more generally,
x˙=Ax+Bf
This is called the state space representation of the differential equation.