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VLSI Synthesis of DSP Kernels: Algorithmic and Architectural Transformations

Autor Mahesh Mehendale, Sunil D. Sherlekar
en Limba Engleză Paperback – 3 dec 2010
A critical step in the design of a DSP system is to identify for each of its components (DSP kernels) an implementation architecture that provides the desired degree of flexibility/programmability and optimises the area-delay-power parameters. The book covers the entire solution space comprising both hardware multiplier-based and multiplex-less architectures that offer varying degrees of programmability. For each of the implementation styles, several algorithmic and architectural transformations are proposed so as to optimally implement weighted-sum based DSP kernels over the area-display-power space.
VLSI Synthesis of DSP Kernels presents the following:
  • Six different target implementation styles -
    • Programmable DSP-based implementation;
    • Programmable processors with no dedicated hardware multiplier;
    • Implementation using hardware multiplier(s) and adder(s);
    • Distributed Arithmetic (DA)-based implementation;
    • Residue Number System (RNS)-based implementation; and
    • Multiplier-less implementation (using adders and shifters) for fixed coefficient DSP kernels.
  • For each of the implementation styles, description and analysis of several algorithmic and architectural transformations aimed at one or more of reduced area, higher performance and low power;
  • Automated and semi-automated techniques for applying each of these transformations; and
  • Classification of the transformations based on the properties that they exploit and their encapsulation in a design framework. A methodology that uses the framework to systematically explore the application of these transformations depending on the characteristics of the algorithm and the target implementation style.
  • VLSI Synthesis of DSP Kernels is essential reading for designers of both hardware- and software-based DSP systems, developers of IP modules for DSP applications, EDA tools developers, researchers and managers interested in getting a comprehensive overview of current trends and future challenges in optimal implementations of DSP kernels. It will also be suitable for graduate students specialising in the area of VLSI Digital Signal Processing.
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    Specificații

    ISBN-13: 9781441949042
    ISBN-10: 1441949046
    Pagini: 236
    Ilustrații: XXIV, 210 p.
    Dimensiuni: 155 x 235 x 12 mm
    Greutate: 0.34 kg
    Ediția:Softcover reprint of hardcover 1st ed. 2001
    Editura: Springer Us
    Colecția Springer
    Locul publicării:New York, NY, United States

    Public țintă

    Research

    Cuprins

    1. Introduction.- 2. Programmable DSP Based Implementation.- 3. Implementation Using Hardware Multiplier(s) and Adder(s).- 4. Distributed Arithmetic Based Implementation.- 5. Multiplier-Less Implementation.- 6. Implementation of Multiplication-Free Linear Transforms.- 7. Residue Number System Based Implementation.- 8. A Framework for Algorithmic and Architectural Transformations.- 9. Summary.- References.- Topic Index.- About the Authors.

    Recenzii

    From the reviews:
    "This book is devoted to describing the extremely fruitful ‘marriage’ between digital signal processing (DSP) and integrated circuit technology. … The present book is a generous and most qualified offer to all developers, either researchers or managers interested in VLSI and DSP, but especially to practicing system designers involved in both hardware and software optimal implementation of DSP kernels." (Neculai Curteanu, Zentralblatt MATH, Vol. 1050, 2005)