Channel and question
- Input
- A finite common channel input \(X\).
- Output
- Finite receiver outputs \(Y_1\) and \(Y_2\).
- Law
- Receiver 1 is less noisy than receiver 2 when \(I(U;Y_1)\ge I(U;Y_2)\) for every finite \(U-X-(Y_1,Y_2)\).
- Quantity
- Private-message capacity region \(\mathcal C_{\mathrm{LN}}\), measured in ordered pairs of bits per channel use.
Criterion. Closure of achievable private-message rate pairs.
- Independent private messages and vanishing average error.
- Arbitrary finite superposition auxiliary alphabets are allowed.
Current status
\[\mathcal C_{\mathrm{LN}}=\bigcup_{P_U P_{X|U}}\{R_1\le I(X;Y_1\mid U),\ R_2\le I(U;Y_2)\}\]
| Result | Relation | Method | Year |
|---|---|---|---|
| Exact | \(\mathcal C_{\mathrm{LN}}=\mathcal R_{\mathrm{superposition}}\) | Superposition coding and a less-noisy converse. | 1979 |
Formal verification
Lean coverageFormally stated
New statements await mathematical review and proofs.
Claims
- The private-message capacity region when receiver 1 is less noisy.
operational-capacity· exact capacity · solved · Formally stated · v1
Lean declarations (2)
CapacityAtlas.FiniteBroadcastChannel.IsLessNoisydefinition
lean/CapacityAtlasForMathlib/InformationTheory/FiniteBroadcastChannel.lean — Less-noisy ordering through every finite stochastic prefix.CapacityAtlas.Claims.lessNoisyBroadcastclaim · operational-capacity
lean/CapacityAtlas/Claims/LessNoisyBroadcast.lean — The private-message capacity region when receiver 1 is less noisy.
References
- Abbas El Gamal (1979). The Capacity of a Class of Broadcast Channels. IEEE Transactions on Information Theory. DOI 10.1109/TIT.1979.1056014.