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Linear Time-Invariant Systems - Chapter 5 - Signals and Systems

Neso Academy via YouTube

Overview

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Explore Linear Time-Invariant (LTI) Systems through this comprehensive video series spanning 5 hours and 42 minutes, covering fundamental concepts essential for understanding system behavior in both time and frequency domains. Master the theoretical foundations starting with prerequisites including linearity, time variance properties, and Laplace transforms, then progress through core LTI system characteristics, transfer functions, and impulse response analysis. Delve deep into convolution operations with step-by-step explanations, animated demonstrations, and multiple solution techniques including shortcut methods for rectangular pulse signals. Analyze system properties including causality, stability, and static behavior through detailed examples and solved problems from competitive exams like GATE, UGC NET, ESE, and PSU examinations. Understand signal distortion concepts including magnitude and phase distortion, learn conditions for distortionless transmission, and explore group delay and phase delay calculations. Practice problem-solving skills through numerous worked examples covering topics from basic convolution to advanced stability analysis using pole-zero plots and marginal stability conditions. Gain insights into harmonic behavior in linear versus nonlinear systems and conclude with standard differential equation formulations for LTI systems, making this series ideal for engineering students in Computer Science, Electronics, and Electrical Engineering, as well as professionals preparing for technical competitive examinations.

Syllabus

Prerequisites for LTI Systems (Revision of Linearity & Time Variance)
Prerequisites for LTI Systems (Laplace Transform)
Linear Time-Invariant (LTI) Systems
Transfer Function
Transfer Function Calculation
Impulse Response and Convolution
Introduction to Convolution Operation
Properties of Convolution (Part 1)
Properties of Convolution (Part 2)
Properties of Convolution (Part 3)
Properties of Convolution (Part 4)
Convolution Operation (Shortcut)
Convolution (Solved Problem 1)
Convolution (Solved Problem 2)
Convolution (Solved Problem 3)
Convolution (Solved Problem 4)
Convolution (Solved Problem 5)
Convolution (Solved Problem 6)
Static LTI System
Static LTI System (Solved Problems)
Causal LTI System
Causal LTI System (Solved Problems)
Stable LTI System
Stable LTI System (Solved Problems) | Part 1
Stable LTI System (Solved Problems) | Part 2
Harmonics and LTI System
Magnitude Distortion in LTI Systems
Phase Distortion in LTI Systems
Distortionless LTI System
Group Delay and Phase Delay
Group Delay & Phase Delay (Solved Problems)
Standard Differential Equation for LTI Systems

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Neso Academy

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