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Introduction to Information Theory and Data Compression
SPAR
kr 98
Introduction to Information Theory and Data Compression
An effective blend of carefully explained theory and practical applications, this text imparts the fundamentals of both information theory and data compression. Although the two topics are related, this unique text allows either topic to be presented independently, and it was specifically designed so that the data compression section requires no prior knowledge of information theory.

The treatment of information theory, while theoretical and abstract, is quite elementary, making this text less daunting than many others. After presenting the fundamental definitions and results of the theory, the authors then apply the theory to memoryless, discrete channels with zeroth-order, one-state sources.

The chapters on data compression acquaint students with a myriad of lossless compression methods and then introduce two lossy compression methods. Students emerge from this study competent in a wide range of techniques. The authors'' presentation is highly practical but includes some important proofs, either in the text or in the exercises, so instructors can, if they choose, place more emphasis on the mathematics.

Introduction to Information Theory and Data Compression, Second Edition is ideally suited for an upper-level or graduate course for students in mathematics, engineering, and computer science.

Features:

  • Expanded discussion of the historical and theoretical basis of information theory that builds a firm, intuitive grasp of the subject
  • Reorganization of theoretical results along with new exercises, ranging from the routine to the more difficult, that reinforce students'' ability to apply the definitions and results in specific situations.
  • Simplified treatment of the algorithm(s) of Gallager and Knuth
  • Discussion of the information rate of a code and the trade-off between error correction and information rate
  • Treatment of probabilistic finite state source automata, including basic resul
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    An effective blend of carefully explained theory and practical applications, this text imparts the fundamentals of both information theory and data compression. Although the two topics are related, this unique text allows either topic to be presented independently, and it was specifically designed so that the data compression section requires no prior knowledge of information theory.

    The treatment of information theory, while theoretical and abstract, is quite elementary, making this text less daunting than many others. After presenting the fundamental definitions and results of the theory, the authors then apply the theory to memoryless, discrete channels with zeroth-order, one-state sources.

    The chapters on data compression acquaint students with a myriad of lossless compression methods and then introduce two lossy compression methods. Students emerge from this study competent in a wide range of techniques. The authors'' presentation is highly practical but includes some important proofs, either in the text or in the exercises, so instructors can, if they choose, place more emphasis on the mathematics.

    Introduction to Information Theory and Data Compression, Second Edition is ideally suited for an upper-level or graduate course for students in mathematics, engineering, and computer science.

    Features:

  • Expanded discussion of the historical and theoretical basis of information theory that builds a firm, intuitive grasp of the subject
  • Reorganization of theoretical results along with new exercises, ranging from the routine to the more difficult, that reinforce students'' ability to apply the definitions and results in specific situations.
  • Simplified treatment of the algorithm(s) of Gallager and Knuth
  • Discussion of the information rate of a code and the trade-off between error correction and information rate
  • Treatment of probabilistic finite state source automata, including basic resul
  • Produktdetaljer
    Sprog: Engelsk
    Sider: 384
    ISBN-13: 9780367395438
    Indbinding: Paperback
    Udgave:
    ISBN-10: 0367395436
    Kategori: Diskret matematik
    Udg. Dato: 25 sep 2019
    Længde: 0mm
    Bredde: 234mm
    Højde: 156mm
    Oplagsdato: 25 sep 2019
    Forfatter(e) Greg A. Harris, Peter D. Johnson Jr., D.C. Hankerson, Jr. Johnson


    Kategori Diskret matematik


    Sprog Engelsk


    Indbinding Paperback


    Sider 384


    Udgave


    Længde 0mm


    Bredde 234mm


    Højde 156mm

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