Shannon Theory
Source and channel coding theorems and rate–distortion.
Shannon Theory. Source and channel coding theorems and rate–distortion.
Foundations and canonical references
The standard treatments of shannon theory approach the subject from complementary angles. Cover, Elements of Information Theory (2006) is the anchor reference for the subject and lays out the core definitions, theorems, and worked examples that practitioners return to.
Supporting and adjacent work
A number of supporting contributions sharpen specific aspects of shannon theory or connect it to neighbouring problems. A Mathematical Theory of Communication (Shannon, 1948) contributes to this area as one of the supporting references that inform current practice.
Open methodological questions for shannon theory include sharpening the bridges between foundational theory and computational practice, extending classical results to broader or more structured settings, and integrating the techniques surveyed above with adjacent mathematical disciplines. The references listed in this page are the entry points that current work builds on.
Prerequisites
Sources
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- textbook · primary · 2006Elements of Information Theorycover-2006, thomas-2006
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