Skip to main content Accessibility help
×
Hostname: page-component-84b7d79bbc-5lx2p Total loading time: 0 Render date: 2024-07-30T09:14:05.676Z Has data issue: false hasContentIssue false

1 - Introduction

Published online by Cambridge University Press:  05 June 2012

Ron Roth
Affiliation:
Technion - Israel Institute of Technology, Haifa
Get access

Summary

In this chapter, we introduce the model of a communication system, as originally proposed by Claude E. Shannon in 1948. We will then focus on the channel portion of the system and define the concept of a probabilistic channel, along with models of an encoder and a decoder for the channel. As our primary example of a probabilistic channel—here, as well as in subsequent chapters—we will introduce the memoryless q-ary symmetric channel, with the binary case as the prevailing instance used in many practical applications. For q = 2 (the binary case), we quote two key results in information theory. The first result is a coding theorem, which states that information through the channel can be transmitted with an arbitrarily small probability of decoding error, as long as the transmission rate is below a quantity referred to as the capacity of the channel. The second result is a converse coding theorem, which states that operating at rates above the capacity necessarily implies unreliable transmission.

In the remaining part of the chapter, we shift to a combinatorial setting and characterize error events that can occur in channels such as the q-ary symmetric channel, and can always be corrected by suitably selected encoders and decoders. We exhibit the trade-off between error correction and error detection: while an error-detecting decoder provides less information to the receiver, it allows us to handle twice as many errors.

Type
Chapter
Information
Publisher: Cambridge University Press
Print publication year: 2006

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Save book to Kindle

To save this book to your Kindle, first ensure coreplatform@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

  • Introduction
  • Ron Roth, Technion - Israel Institute of Technology, Haifa
  • Book: Introduction to Coding Theory
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511808968.002
Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

  • Introduction
  • Ron Roth, Technion - Israel Institute of Technology, Haifa
  • Book: Introduction to Coding Theory
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511808968.002
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Introduction
  • Ron Roth, Technion - Israel Institute of Technology, Haifa
  • Book: Introduction to Coding Theory
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511808968.002
Available formats
×