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Digital and analog signal processing
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Module 2
System Analysis in the s-Domain
1
From Euler to Heaviside: The Laplace Transform's Evolution
Trace the development of the Laplace transform from Euler and Lagrange through Heaviside's operational calculus.
2
Bilateral Laplace Transform: Derivation and ROC
Derive the bilateral Laplace transform from the Fourier transform and define its region of convergence (ROC).
3
Poles, ROC, Stability, and Causality
Analyze system stability and causality based on the location of poles and the ROC in the s-plane.
4
Solving LTI ODEs with Unilateral Laplace Transform
Apply the unilateral Laplace transform to solve linear time-invariant (LTI) differential equations with initial conditions.
5
Characterizing Analog LTI Systems
Characterize analog LTI systems using their impulse response, frequency response, and transfer function.
6
Transfer Function to Frequency Response
Derive the relationship between a system's transfer function and its frequency response.
7
Analog Filter Characteristics Analysis
Analyze analog filter characteristics including magnitude response, phase response, and group delay.
Previous module
Mathematical Foundations of Continuous-Time Signals
Next module
Analog Filter Design Principles