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Information-Theoretic Foundations of Mismatched

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書名

Information-Theoretic Foundations of Mismatched Decoding
シリーズ名 Foundations and Trends in Communications and Information Theory (Vol. 17, Issue 2-3)
著者・編者 Scarlett, J. and Guillen i Fabregas, A.
出版社/発行元 Now publishers
発行年/月 2020年9月   
装丁 電子ブック
ページ数/巻数 260 ページ
ISBN 978-1-68083-713-1

 


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Description

 

Mismatched decoding has long been studied and used when considering practical considerations such as channel uncertainty and implementation constraints that rule out the use of an optimal decoder in reliably transmitting over a communication channel. This problem is not only of direct interest in its own right, but also has close connections with other long-standing theoretical problems in information theory.

In this monograph, the authors survey both classical literature and recent developments on the mismatched decoding problem, with an emphasis on achievable random-coding rates for memoryless channels. In doing so they present two widely-considered achievable rates known as the generalized mutual information (GMI) and the LM rate, and overview their derivations and properties. The authors bring the reader up to date by including discussion of several improved rates via multi-user coding techniques, as well as recent developments and challenges in establishing upper bounds on the mismatch capacity, and an analogous mismatched encoding problem in rate-distortion theory.

This monograph is aimed at students, researchers and practitioners in information theory and communications. It provides a thorough and clear survey of the topic and highlights a variety of applications and connections with other prominent information theory problems.

 

Contents:

 

1. Introduction
2. Discrete Memoryless Channels
3. Continuous-Alphabet Memoryless Channels
4. Mismatch in Rate Distortion Theory
5. Multiple-Access Channels
6. Multi-User Coding Techniques for Single-User Channelsices
7. Error Exponents
8. Upper Bounds on the Mismatch Capacity
9. Overview of Other Topics
10. Conclusion
Appendix
Acknowledgments
References

 

 

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