Learn · Digital Signal Processing
Lecture 14 of 82Week 3: LTI Systems and Convolution
LTI systems, impulse response, and convolution
Prof. C.S.Ramalingam · IIT Madras
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- Digital Signal Processing, IIT Madras (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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All the lectures
- Signal Definition & Classification
- Affine Transform
- Recap of Affine Transform
- Even and Odd Parts of a Signal
- The Unit Step Sequence
- The Unit Impulse
- The Unit Impulse (cont'd)
- Exponential Signals and Sinusoids
- Sinusoids (cont'd)
- When are two sinusoids independent?
- Another Difference Between CT and DT Sinusoids
- System definition and properties (linearity)
- Time-invariance, memory, causality, and stability
- LTI systems, impulse response, and convolution
- Properties of convolution, system interconnections
- Java applet demo of convolution
- Systems governed by LCCDE
- FIR and IIR systems
- Karplus-Strong algorithm
- Z-transform definition and RoC
- Z-transform (cont'd)
- Poles and zeros
- Recursive implementation of FIR filters
- Convergence criterion
- Properties of the RoC
- DTFT definition and absolute summability
- Linearity
- Delay
- Exponential multiplication
- Complex conjugation
- Time reversal
- Differentiation in the Z-domain
- Convolution in the time domain
- Relationship between x[n] and X(1)
- Initial Value Theorem
- Final Value Theorem
- Multiplication in the time domain
- Parseval's Theorem
- Partial Fractions Method
- Power series method
- Contour Integral Method
- Contour Integral Method (cont'd)
- Inverse DTFT
- DTFT of Sequences that are not absolutely summable
- Response to cos(?_0 n+?)
- Causality & Stability
- Response to suddenly applied inputs
- Introduction to frequency response
- Magnitude response and its geometric interpretation
- Magnitude Response (cont'd)
- Response of a single complex zero/pole
- Resonator and Improved Resonator
- Notch filter
- Moving Average Filter
- Comb filter
- Phase response of a single complex zero
- Effect of crossing a unit circle zero, wrapped and unwrapped phase, resonator phase response
- Allpass Filter
- Group delay and its physical interpretation
- Zero-phase filtering, effect on nonlinear phase on waveshape
- Zero-Phase Filtering, Linear Phase (1)
- Linear Phase (2)
- Linear Phase (3)
- Linear Phase (3)
- Linear Phase (3)
- Linear Phase (4), Sampling (1)
- Linear Phase (4), Sampling (1)
- Linear Phase (4), Sampling (1)
- Sampling (2)
- Sampling (3)
- Sampling (4)
- Sampling (4)
- Sampling (4)
- The Discrete Fourier Transform (1)
- The Discrete Fourier Transform (1)
- The Discrete Fourier Transform (2)
- The Discrete Fourier Transform (3)
- The Discrete Fourier Transform (3)
- The Discrete Fourier Transform (3)
- The Discrete Fourier Transform (4)
- The Discrete Fourier Transform (4)
- The Discrete Fourier Transform (4)