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Lecture
Fourier Transform: LTI Systems
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Fourier and Laplace Transforms: Concepts and Applications
Provides an overview of Fourier and Laplace transforms, their properties, and applications in signal analysis.
Signals and Systems: Convolution and Fourier Transform
Covers convolution and Fourier transforms in linear time-invariant systems.
Frequency Response: LTI Systems
Explores the frequency response of stable LTI systems in both continuous-time and discrete-time domains.
Laplace Transform: Basics
Introduces Laplace transform, ROC, and LTI systems with transfer functions and frequency response.
Sturm-Liouville Problem and Differential Equations
Covers the Sturm-Liouville problem, differential equations, and Fourier transforms for solving equations with specific conditions.
Fourier Transform: Inversion Formula
Covers the Fourier transform inversion formula with examples and exercises for verification.
Poisson Problem: Fourier Transform Approach
Explores solving the Poisson problem using Fourier transform, discussing source terms, boundary conditions, and solution uniqueness.
Fourier Transform: Derivatives and Formulas
Explores Fourier transform properties with derivatives, crucial for solving equations, and introduces the Laplace transform for signal transformation.
Linear Time Invariant Systems
Covers LTI systems, impulse response, convolution, Fourier Transform, and system characterization.
Laplace Transform: Basics and Properties
Covers the basics of the Laplace transform, properties, and applications to LTI systems, including transfer function and frequency response.