Alphabeta Math
DefinitionDefinition: Literature-sourcedProof: Not applicablePipeline-generated
How statement and proof provenance work

The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
  • AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.

These labels describe origin, not correctness: citations and verification chips remain separate evidence.

Finite-alphabet point-to-point joint source-channel codes

Definition

Let S,X,Y,S^ be nonempty finite alphabets, let PS be a probability vector on S, and let W be a finite discrete memoryless channel from X to Y as in Finite discrete memoryless channels. For positive integers k,n, a deterministic (k,n) joint source-channel code is a pair of maps fk:Sk→Xn,gk:Yn→S^ k. The source block has law PS⊗k, the channel output conditional on input xn has law Wn(⋅∣xn), and the reproduction is S^k=gk(Yn). The code has no feedback.

A code sequence at channel-use ratio ρ consists of such codes with source lengths k→∞, channel lengths nk, and nk/k→ρ∈(0,∞). In the lossless case S^=S, its block error is Pr⁡[S^k≠Sk]. In the lossy case, for finite nonnegative single-letter distortion d, its normalized block distortion is dk from Single-letter and block distortion; expected distortion and the positive-slack excess-distortion probabilities Pr⁡[dk>D+ε] for every ε>0 are distinct criteria.

Depends on

Used by

Dependency tree · two levels

4 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.

Sources