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Asymptotically Tight Capacity Bounds for a Class of Memoryless Nonlinear AWGN Channels

机译:一类无记忆非线性AWGN通道的渐近紧容量界

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Capacity upper and lower bounds are proposed for a class of time-discrete, memoryless nonlinear communication channels subject to additive white Gaussian noise in this paper. The channel nonlinearity is described by the complex-valued power function f(X) = X(exp n) with n 2 N. The complex-valued channel input X is subject to an average power constraint. For the capacity analysis, first the nonlinear channels are transformed into equivalent linear channels, which incorporate the nonlinearity in the input constraints. Next, capacity lower bounds are derived by assessing the differential entropy of the channel output by means of the differential entropy of the channel input. Based on these results, a dual expression for the capacity will be evaluated which yields the capacity upper bounds. As an outcome, simple expressions for the capacity bounds are derived in closed form. The bounds are asymptotically tight for high signal to noise ratios so that the approximation error vanishes if the signal-to-noise ratio tends to infinity.
机译:本文针对一类时间离散,无记忆的非线性通信信道提出了容量上限和下限,该信道受到加性高斯白噪声的影响。通道非线性由复数值功率函数f(X)= X(exp n)(n 2 N)来描述。复数值通道输入X受平均功率约束。为了进行容量分析,首先将非线性通道转换为等效线性通道,该等效线性通道将非线性因素纳入了输入约束。接下来,通过利用通道输入的微分熵评估通道输出的微分熵来导出容量下限。根据这些结果,将对容量的对偶表达式进行评估,得出容量上限。结果,容量边界的简单表达式以封闭形式导出。对于高信噪比,边界渐近紧,因此,如果信噪比趋于无穷大,则近似误差消失。

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