CCapacity Atlas
multiple-access-channel-with-feedback

Discrete memoryless multiple-access channel with feedback

Common noiseless output feedback lets distributed encoders cooperate, but the general capacity region is unknown.

Multiple access Finite alphabet Discrete memoryless Feedback Capacity region Bounds only

Channel and question

Input
Each encoder chooses \(X_{i,t}\) from its message and common past outputs \(Y^{t-1}\).
Output
A common receiver observes \(Y_t\), which is fed back noiselessly.
Law
A memoryless law \(p(y|x_1,x_2)\).
Quantity
Feedback capacity region \(\mathcal C_{\mathrm{MAC,fb}}\), measured in rate pairs in bits per channel use.

Criterion. Vanishing average joint decoding error.

  • Messages are independent.
  • Feedback is causal, common, and noiseless.

Current status

\[\mathcal R_{\mathrm{CL}}\subseteq\mathcal C_{\mathrm{MAC,fb}}\subseteq\mathcal R_{\mathrm{DB}}\]
Known results and bounds for Discrete memoryless multiple-access channel with feedback
ResultRelationMethodYear
Inner Region\(\mathcal R_{\mathrm{CL}}\subseteq\mathcal C\)Block-Markov coding turns past messages into cooperative common information.1981
Outer Region\(\mathcal C\subseteq\mathcal R_{\mathrm{DB}}\)Feedback-created encoder dependence must satisfy a dependence-balance constraint.1989

Open question

Determine the capacity region of the general DM-MAC with common output feedback.

Feedback creates useful correlation between independent encoders, but neither block-Markov inner bounds nor dependence-balance converses are universally tight.

Research directions

  • Close the gap for a new explicit finite channel.
  • Strengthen dependence balance without losing computability.

Formal verification

Lean coverageFormally stated

New statements await mathematical review and proofs.

Claims

  • Cover--Leung achievability and dependence balance for a common-output finite feedback MAC.
    cover-leung-dependence-balance · capacity bounds · solved · Formally stated · v1
  • Independently tracked cover leung achievability.
    cover-leung-achievability · achievability · solved · Formally stated · v1
  • Independently tracked dependence balance converse.
    dependence-balance-converse · converse · solved · Formally stated · v1
Lean declarations (3)

References

  1. Thomas M. Cover and Cyril S. K. Leung (1981). An Achievable Rate Region for the Multiple-Access Channel with Feedback. IEEE Transactions on Information Theory. DOI 10.1109/TIT.1981.1056357.
  2. Andries P. Hekstra and Frans M. J. Willems (1989). Dependence Balance Bounds for Single-Output Two-Way Channels. IEEE Transactions on Information Theory. DOI 10.1109/18.42175.
  3. Abbas El Gamal and Young-Han Kim (2011). Network Information Theory. Cambridge University Press. DOI 10.1017/CBO9781139030687.

Discussion

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