Principles of Digital Signal Processing

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IIR FILTER DESIGN


 IIR Filter Design
 Difference Between Analog Filter and Digital Filter
 Filter Types and Ideal Filter Characteristic
 Difference Between FIR Filter and IIR Filter
 Structures For FIR Systems
 Structures For IIR Systems
 Conversion of Analog Filter into Digital Filter
 IIR Filter Design - Bilinear Transformation Method (BZT)
 Method For Designing Digital Filters Using BZT
 Butterworth Filter Approximation
 Frequency Response Characteristic
 Frequency Transformation

FIR FILTER DESIGN


 Features of FIR Filter
 Symmetric and Anti-symmetric FIR filters
 Gibbs Phenomenon
 Designing Filter From Pole Zero Placement
 Digital Resonator
 Limit Cycle Oscillations
 Overflow Oscillations
 Realization Considerations


SIGNALS AND SYSTEMS


 Signals and System - Introduction
 Classification of Signal Processing
 Advantages and Disadvantages of DSP(Digital) Over ASP(Analog signal Processing)
 Classification of Signals
 Discrete Time Signals and System
 Basic Block Diagram of A/D Converter
 Z Tranform - Analysis of LTI System
 Properties of Z Transform (ZT)
 Relationship Between Fourier Transform and Z Transform
 Inverse Z Transform (IZT)
 Linear Convolution Sum Method
 Properties of Linear Convolution
 Correlation: Types, Properties


FREQUENCY TRANSFORMATIONS


 Frequency Transformations
 Properties of Discrete Fourier Transform(DFT)
 Application of Discrete Fourier Transform(DFT)
 Fast Fourier Algorithm (FFT)
 Radix-2 FFT Algorithms
 Computational Complexity FFT V/S Direct Computation
 Goertzel Algorithm

FINITE WORD LENGTH EFFECTS IN DIGITAL FILTERS


 Speech Recognition
 Linear Prediction of Speech Synthesis
 Sound Processing
 Echo Cancellation
 Vibration Analysis
 Multistage Implementation of Digital Filters
 Speech signal processing
 Subband Coding
 Adaptive Filter
 Audio Processing
 Image Enhancement: Spatial domain methods

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