Strong Shamai–Laroia conjecture for additive Gaussian interference

From papers

Let h,p,vR+h,p,v\in\mathbb{R}_+, let X1GN(0,p)X_1^G\sim\mathcal{N}(0,p) and let ZN(0,v)Z\sim\mathcal{N}(0,v) be independent of X1GX_1^G. Let XX and X1X_1 be i.i.d. random variables with mean 00 and variance pp. Strong Shamai–Laroia conjecture. For all such XX and X1X_1,

I(X;X+hX1G+Z)I(X;X+hX1+Z).I(X;X+hX_1^G+Z)\leq I(X;X+hX_1+Z).

The conjecture says that Gaussian interference minimizes the mutual information in this scalar ISI setting. Shlomo Shamai brought it to the authors' attention in a stronger form allowing arbitrary memory in the interference term; the general status is not specified here.

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Sources & referencesView supporting material

Primary source

Emmanuel Abbe and Lizhong Zheng, “A Coordinate System for Gaussian Networks”, arXiv:1002.2271 (2010).

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