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Information-Theoretic Foundations of Mismatched Decoding (Paperback)
Loot Price: R2,383
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Information-Theoretic Foundations of Mismatched Decoding (Paperback)
Series: Foundations and Trends (R) in Communications and Information Theory
Expected to ship within 10 - 15 working days
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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.
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