Information Theory and Network Coding /

Information Theory and Network Coding /

Detalles Bibliográficos
Autor principal: Yeung, Raymond W. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer US : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Information Technology: Transmission, Processing and Storage
Materias:
Computers.
Computer communication systems.
Electrical engineering.
Data structures (Computer science).
Probabilities.
Theory of Computation.
Computer Communication Networks.
Communications Engineering, Networks.
Data Structures and Information Theory.
Probability Theory and Stochastic Processes.
Tabla de Contenidos:
  • The Science of Information
  • The Science of Information
  • Fundamentals of Network Coding
  • Information Measures
  • Information Measures
  • Zero-Error Data Compression
  • Weak Typicality
  • Strong Typicality
  • Discrete Memoryless Channels
  • Rate-Distortion Theory
  • The Blahut-Arimoto Algorithms
  • Differential Entropy
  • Continuous-Valued Channels
  • Markov Structures
  • Information Inequalities
  • Shannon-Type Inequalities
  • Beyond Shannon-Type Inequalities
  • Entropy and Groups
  • Fundamentals of Network Coding
  • The Max-Flow Bound
  • Single-Source Linear Network Coding: Acyclic Networks
  • Single-Source Linear Network Coding: Cyclic Networks
  • Multi-source Network Coding.

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