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Non-signaling Assisted Capacity of a Classical Channel with Causal CSIT

Published 12 Feb 2026 in cs.IT | (2602.11568v1)

Abstract: The non-signaling (NS) assisted capacity of a classical channel with causal channel state information at the transmitter (CSIT) is shown to be C<sup>NS,ca=maxPXSI(X;Y</sup>S)C<sup>{NS,ca}=\max_{P_{X|S}}I(X;Y\mid</sup> S), where X,Y,SX, Y, S correspond to the input, output and state of the channel. Remarkably, this is the same as the capacity of the channel in the NS-assisted non-causal CSIT setting, C<sup>NS,nc=maxPXSI(X;Y</sup>S)C<sup>{NS,nc}=\max_{P_{X|S}}I(X;Y\mid</sup> S), which was previously established, and also matches the (either classical or with NS assistance) capacity of the channel where the state is available not only (either causally or non-causally) to the transmitter but also to the receiver. While the capacity remains unchanged, the optimal probability of error for fixed message size and blocklength, in the NS-assisted causal CSIT setting can be further improved if channel state is made available to the receiver. This is in contrast to corresponding NS-assisted non-causal CSIT setting where it was previously noted that the optimal probability of error cannot be further improved by providing the state to the receiver.

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