Neural Networks in Telecommunications

Editors: Yuhas, Ben, Ansari, Nirwan (Eds.)

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About this book

Neural Networks in Telecommunications consists of a carefully edited collection of chapters that provides an overview of a wide range of telecommunications tasks being addressed with neural networks. These tasks range from the design and control of the underlying transport network to the filtering, interpretation and manipulation of the transported media. The chapters focus on specific applications, describe specific solutions and demonstrate the benefits that neural networks can provide. By doing this, the authors demonstrate that neural networks should be another tool in the telecommunications engineer's toolbox.
Neural networks offer the computational power of nonlinear techniques, while providing a natural path to efficient massively-parallel hardware implementations. In addition, the ability of neural networks to learn allows them to be used on problems where straightforward heuristic or rule-based solutions do not exist. Together these capabilities mean that neural networks offer unique solutions to problems in telecommunications.
For engineers and managers in telecommunications, Neural Networks in Telecommunications provides a single point of access to the work being done by leading researchers in this field, and furnishes an in-depth description of neural network applications.

Table of contents (18 chapters)

  • Introduction

    Yuhas, Ben (et al.)

    Pages 1-9

  • Neural Networks for Switching

    Brown, Timothy X.

    Pages 11-36

  • Routing in Random Multistage Interconnection Networks

    Goudreau, Mark W. (et al.)

    Pages 37-61

  • ATM traffic Control Using Neural Networks

    Hiramatsu, Atsushi

    Pages 63-89

  • Learning from Rare Events: Dynamic Cell Scheduling for ATM Networks

    Schwartz, Daniel B.

    Pages 91-108

Buy this book

eBook $209.00
price for USA (gross)
  • ISBN 978-1-4615-2734-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $264.00
price for USA
  • ISBN 978-0-7923-9417-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $264.00
price for USA
  • ISBN 978-1-4613-6179-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Neural Networks in Telecommunications
Editors
  • Ben Yuhas
  • Nirwan Ansari
Copyright
1994
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4615-2734-3
DOI
10.1007/978-1-4615-2734-3
Hardcover ISBN
978-0-7923-9417-4
Softcover ISBN
978-1-4613-6179-4
Edition Number
1
Number of Pages
XIV, 369
Topics