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Introduction to Signal Representation Using Bases

February 2, 2019 by 3200 Creative

Introduction to Signal Representation Using Bases

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  1. Question 1 of 3
    1. Question

    Identify the signal processing problems that directly use basis expansions for signal. Select all that apply.

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  2. Question 2 of 3
    2. Question

    The discrete Fourier transform is a universally optimal basis set.

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  3. Question 3 of 3
    3. Question

    A signal with N values can be described exactly using N linearly independent bases.

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Course Lessons

  • Introduction to Signal Representation Using Bases

  • Introduction to Wavelets

  • Multiresolution Analysis and the Scaling Function

  • Multiresolution Analysis and the Wavelet Decomposition

  • The Discrete Wavelet Transform

  • Wavelet Selection

  • Principal Component Analysis

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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