Digital Signal Processing: Signals, Systems, and Filters

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9780071454247: Digital Signal Processing: Signals, Systems, and Filters

An up-to-the-minute textbook for junior/senior level signal processing courses and senior/graduate level digital filter design courses, this text is supported by a DSP software package known as D-Filter which would enable students to interactively learn the fundamentals of DSP and digital-filter design. The book includes a free license to D-Filter which will enable the owner of the book to download and install the most recent version of the software as well as future updates.

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From the Publisher:

  • Focus on DSP applications
  • Includes advanced digital filter design
  • All examples and problems can be worked in MATLAB or DSP Lab
  • DSP Lab allows students to work problems without purchasing MATLAB or going to the computer center
  • From the Back Cover:

    Learn the fundamentals of DSP and digital filter design

    With a strong focus on basic principles and applications, this thoroughly up-to-date text provides a solid foundation in the concepts, methods, and algorithms of digital signal processing. Key topics such as spectral analysis, discrete-time systems, the sampling process, and digital filter design are all covered in well-illustrated detail.

    Filled with examples and problems that can be worked in MATLAB or the author's DSP software, D-Filter, Digital Signal Processing offers a fully interactive approach to successfully mastering DSP.

    Accessible and comprehensive, this resource covers the essentials of DSP theory and practice including:

    • The Fourier and z transforms and their application in the spectral analysis of signals
    • Discrete Fourier transform (DFT), fast Fourier transform (FFT) algorithms, and window techniques
    • Finite impulse response (FIR) and infinite impulse response (IIR) digital filter design using both closed-form and iterative optimization methods
    • Detailed study of digital filter imperfections

    MASTER DSP AND DIGITAL FILTER DESIGN
    Introduction to Digital Signal Processing
    Fourier Series and Fourier Transform
    The z Transform
    Discrete-Time Systems
    Applications of the z Transform
    The Sampling Process
    Discrete Fourier Transform
    Realization of Digital Filters
    Design of Nonrecursive (FIR) Filters
    Approximations for Analog Filters
    Design of Recursive (IIR) Filters
    Design of Recursive (IIR) Filters Satisfying Prescribed Specifications
    Random Signals
    Effects of Finite Word Length in Digital Filters
    Design of Nonrecursive (FIR) Filters Using Optimization Methods
    Design of Recursive (IIR) Filters Using Optimization Methods
    Wave Digital Filters
    DSP Applications

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