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State-Space Representation


A state-space representation describes a dynamical system using a state vector whose value at a given time contains the information needed to determine its subsequent evolution. A continuous-time linear time-invariant system is commonly written

x^.(t)=Ax(t)+Bu(t)
(1)
y(t)=Cx(t)+Du(t),
(2)

where x is the state vector, u is the input, and y is the output. The matrix A specifies the state dynamics, B gives the effect of the input on the state, C maps the state to the output, and D gives the direct effect of the input on the output.

For a discrete-time system, the corresponding equations are

x_(k+1)=Ax_k+Bu_k
(3)
y_k=Cx_k+Du_k.
(4)

See also

Control Theory, Dynamical System, Linear Time-Invariant System, Linear Transformation, Matrix, Vector

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References

Kailath, T. Linear Systems. Englewood Cliffs, NJ: Prentice-Hall, 1980.

Cite this as:

Weisstein, Eric W. "State-Space Representation." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/State-SpaceRepresentation.html

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