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LTI system stability Time domain analysis

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Presentation on theme: "LTI system stability Time domain analysis"— Presentation transcript:

1 LTI system stability Time domain analysis
Lecture #08 LTI system stability Time domain analysis meiling chen signals & systems

2 System representations
Continuous-time LTI system Ordinary differential equation Transfer function (Laplace transform) Dynamic equation (Simultaneous first-order ODE) Discrete-time LTI system Ordinary difference equation Transfer function (Z-transform) Dynamic equation (Simultaneous first-order ordinary difference equation) meiling chen signals & systems

3 Continuous-time LTI system
Laplace transform Ordinary differential equation Transfer function meiling chen signals & systems

4 State equation (Simultaneous first-order ODE) Dynamic equation
output equation meiling chen signals & systems

5 Stability Internal behavior External behavior
The effect of all characteristic roots. External behavior The effect by cancellation of some transfer function poles. meiling chen signals & systems

6 Definition : A system is internal (asymptotic) stable, if the zero-input response decays to zero, as time approaches infinity, for all possible initial conditions. Asymptotic stable =>All the characteristic polynomial roots are located in the LHP (left-half-plane) meiling chen signals & systems

7 Asymptotic stable => BIBO stable BIBO stable=> Asymptotic stable
Definition : A system is external (bounded-input, bounded-output) stable, if the zero-state response is bounded, as time approaches infinity, for all bounded inputs.. bounded-input, bounded-output stable =>All the poles of transfer function are located in the LHP (left-half-plane) Asymptotic stable => BIBO stable BIBO stable=> Asymptotic stable meiling chen signals & systems

8 System response First order system response
Second order system response High order system response meiling chen signals & systems

9 First order meiling chen signals & systems

10 Second order Two characteristic roots are real and distinct.
Three cases : Two characteristic roots are real and distinct. Two characteristic roots are equal. Two characteristic roots are complex numbers. meiling chen signals & systems

11 Two characteristic roots are real and distinct.
meiling chen signals & systems

12 Two characteristic roots are equal
meiling chen signals & systems

13 Two characteristic roots are complex numbers
Undamped natural frequency Damping ratio meiling chen signals & systems

14 meiling chen signals & systems

15 meiling chen signals & systems

16 meiling chen signals & systems

17 Higher-order system Dominant root nondominant root meiling chen
signals & systems

18 meiling chen signals & systems

19 meiling chen signals & systems

20 meiling chen signals & systems

21 = natural response + forced response
Part I : Characteristic roots Part II : Input function Steady state error Sensitivity …etc. meiling chen signals & systems

22 = transient response + steady state response
rising time delay time maximum overshoot settling time …etc. Steady state error meiling chen signals & systems


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