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Signals and Systems EE235 Leo Lam © 2010-2012.

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Presentation on theme: "Signals and Systems EE235 Leo Lam © 2010-2012."— Presentation transcript:

1 Signals and Systems EE235 Leo Lam ©

2 Today’s menu Almost done! Laplace Transform Leo Lam ©

3 Laplace & LTI Systems LTI LTI If: Then
Laplace of the zero-state (zero initial conditions) response Laplace of the input Leo Lam ©

4 Laplace & Differential Equations
Given: In Laplace: where So: Characteristic Eq: The roots are the poles in s-domain, the “power” in time domain. Leo Lam ©

5 Laplace & Differential Equations
Example (causal  LTIC): Cross Multiply and inverse Laplace: Leo Lam ©

6 Laplace Stability Conditions
LTI – Causal system H(s) stability conditions: LTIC system is stable : all poles are in the LHP LTIC system is unstable : one of its poles is in the RHP LTIC system is unstable : repeated poles on the jw-axis LTIC system is if marginally stable : poles in the LHP + unrepeated poles on the jw-axis. Leo Lam ©

7 Laplace Stability Conditions
Generally: system H(s) stability conditions: The system’s ROC includes the jw-axis Stable? Causal? Stable+Causal Unstable+Causal Stable+Noncausal σ x σ x σ x Leo Lam ©

8 Laplace: Poles and Zeroes
Given: Roots are poles: Roots are zeroes: Only poles affect stability Example: Leo Lam ©

9 Laplace Stability Example:
Is this stable? Leo Lam ©

10 Laplace Stability Example:
Is this stable? Leo Lam ©

11 Standard Laplace question
Find the Laplace Transform, stating the ROC. So: ROC extends from to the right of the most right pole ROC x o Laplace transform not uniquely invertible without region of convergence Leo Lam ©

12 Inverse Laplace Example (2 methods!)
Find z(t) given the Laplace Transform: So: Laplace transform not uniquely invertible without region of convergence Leo Lam ©

13 Inverse Laplace Example (2 methods!)
Find z(t) given the Laplace Transform (alternative method): Re-write it as: Then: Substituting back in to z(t) and you get the same answer as before: Laplace transform not uniquely invertible without region of convergence Leo Lam ©

14 Inverse Laplace Example (Diffy-Q)
Find the differential equation relating y(t) to x(t), given: Laplace transform not uniquely invertible without region of convergence Leo Lam ©

15 Laplace for Circuits! Don’t worry, it’s actually still the same routine! Time domain Laplace domain inductor resistor capacitor Laplace transform not uniquely invertible without region of convergence Impedance! Leo Lam ©

16 Laplace for Circuits! L R + -
Find the output current i(t) of this ugly circuit! Then KVL: Solve for I(s): Partial Fractions: Invert: L R Given: input voltage And i(0)=0 + - Step 1: represent the whole circuit in Laplace domain. Laplace transform not uniquely invertible without region of convergence Leo Lam ©

17 Step response example Find the transfer function H(s) of this system:
We know that: We just need to convert both the input and the output and divide! LTIC Laplace transform not uniquely invertible without region of convergence LTIC Leo Lam ©

18 A “strange signal” example
Find the Laplace transform of this signal: What is x(t)? We know these pairs: So: x(t) 2 1 Laplace transform not uniquely invertible without region of convergence Leo Lam ©


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