Derivatives of mutual information in Gaussian channels

03/04/2023

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by   Minh-Toan Nguyen, et al.

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We derive a general formula for the derivatives of mutual information between inputs and outputs of multiple Gaussian channels with respect to signal-to-noise ratios of channels. The obtained result displays a remarkable resemblance to the classical cumulant-moment relation.