Fundamentals of signal processing(thu)

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Introduction to fundamentals of signal processing

0.1 What is digital signal processing?

0.2 Overview of key concepts in digital signal processing

Signals represent intormation(thu)

1 Introduction to systems

2 Discrete-time signals and systems

3 Linear time-invariant systems

4 Discrete time convolution

5 Review of linear algebra

6 Hilbert spaces

7 Signal expansions

8 Introduction to fourier analysis

9 Continuous time fourier transform (ctft)

10 Discrete time fourier transform (dtft)

11 Dft as a matrix operation

12 The fft algorithm

Sampling and frequency analysis

2 Illustrations

3 Sampling and reconstruction with matlab

4 Systems view of sampling and reconstruction

5 Sampling ct signals: a frequency domain perspective

6 The dft: frequency domain with a computer analysis

7 Discrete-time processing of ct signals

8 Short time fourier transform

10 Filtering with the dft

11 Image restoration basics

Digital filtering

Difference equation

1 The z transform: definition

2 Table of common z-transforms

3 Understanding pole/zero plots on the z-plane

4 Filtering in the frequency domain

5 Linear-phase fir filters

6 Filter structures

7 Overview of digital filter design

8 Window design method

9 Frequency sampling design method for fir filters

10 Parks-mcclellan fir filter design

11 Fir filter design using matlab

12 Matlab fir filter design exercise

Statistical and adaptive signal processing

Introduction to random signals and processes

1 Stationary and nonstationary random processes

2 Random processes: mean and variance

3 Correlation and covariance of a random signal

4 Autocorrelation of random processes

5 Crosscorrelation of random processes

6 Introduction to adaptive filters

7 Discrete-time, causal wiener filter

8 Practical issues in wiener filter implementation

9 Quadratic minimization and gradient descent

10 The lms adaptive filter algorithm

11 First order convergence analysis of the lms algorithm

12 Adaptive equalization

Source: OpenStax, Fundamentals of signal processing(thu). OpenStax CNX. Aug 07, 2007 Download for free at http://cnx.org/content/col10446/1.1

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