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Intro to Filter Design

March 13, 2019 by 3200 Creative

This series of four lessons sets the context for the subsequent two series on designing frequency selective filters. You will learn the different types of frequency selective filters and the difference between infinite and finite impulse response (IIR and FIR) filters. You will also learn how group delay characterizes the phase distortion introduced by a filter and how to implement zero-phase filters when all the data to be filtered is already stored. This series will provide insight that helps you master IIR and FIR filter design in the next two series.

Course Content

Lessons Status
1

Introduction to Frequency Selective Filtering

2

Characterizing Filter Phase Response

3

Zero Phase Filtering

4

Overview of FIR and IIR Filters

Filed Under: Uncategorized

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Course Lessons

  • Introduction to Frequency Selective Filtering

  • Characterizing Filter Phase Response

  • Zero Phase Filtering

  • Overview of FIR and IIR Filters

Courses

  • Foundations

  • Time Domain LTI Systems

  • Fourier Series and Transforms

  • 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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