期望功率约束下带反馈的AWGN信道的二阶渐近性

Lan V. Truong, S. Fong, V. Tan
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引用次数: 1

摘要

本文分析了期望功率约束下带反馈的加性高斯白噪声信道的渐近展开式和平均误差概率形式。我们证明ε-容量一般取决于ε,因此强逆不成立。进一步,我们给出了渐近展开式中二阶项的界。我们证明二阶项在- lnlnn和一个与+√(nlnn)成比例的项之间有界。二阶项的下界表明,与没有反馈可用的情况相比,反馈确实提供了最大可实现速率的改进。
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On second-order asymptotics of AWGN channels with feedback under the expected power constraint
In this paper, we analyze the asymptotic expansion for additive white Gaussian noise (AWGN) channels with feedback under an expected power constraint and the average error probability formalism. We show that the ε-capacity depends on ε in general and so the strong converse fails to hold. Furthermore, we provide bounds on the second-order term in the asymptotic expansion. We show that the second-order term is bounded between -ln ln n and a term that is proportional to +√(n ln n). The lower bound on the second-order term shows that feedback does provide an improvement in the maximal achievable rate over the case where no feedback is available.
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