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IIR Filter Examples Designed Using MATLAB

August 10, 2019 by

This lesson presents several IIR filter examples designed using MATLAB. You will learn to design IIR filters using MATLAB's built-in filter-design functions from these examples. The lesson explains the conventions used by MATLAB to declare filter design specifications and how to properly call the relevant functions to perform the design. A comparison of different prototype […]

Poles and Zeros of the z-Transform

August 10, 2019 by

In this lesson you will learn how to find the poles and zeros of a rational -transform. Poles and zeros are important because they provide a very insightful characterization of systems described by linear constant coefficient difference equations. Such systems are widely used to implement filters and as mathematical models for signals. The poles and […]

The Four Fourier Representations

August 10, 2019 by

Blog post: Fourier Methods: Why So Prominent? Fourier analysis is a cornerstone concept in signal processing. In this lesson you will learn about the four variations on Fourier representations for signals. All of the Fourier representations express an arbitrary signal as a weighted combination (sum or integral) of sinusoids having different frequencies. Four variations on […]

Summary Problems for Foundations

July 8, 2019 by

The quiz below contains a selection of problems in a pdf file that draws from the material in Foundations. The benefit you derive from these exercises is proportional to the effort you put into them.  Here are my suggestions: Try to work the problems without looking at the solution.  Don't give up easily. Feel free […]

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  • Time Domain LTI Systems

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  • Sampling and Reconstruction

  • The DFT and Applications

  • The Z-Transform

  • Intro to Filter Design

  • IIR Filter Design

  • FIR Filter Design

  • Random Signal Characterization

  • Basis Representations of Signals

  • Estimation of Power Spectra and Coherence

  • Introduction to Signal Estimation and Detection Theory

  • MMSE Filtering and Least-Squares Problems

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