On the equality condition for the I-MMSE proof of the entropy power inequality

On the equality condition for the I-MMSE proof of the entropy power inequality
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论熵幂不等式的I-MMSE证明的等式条件

DOI:
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发表时间:
2017
期刊:
Allerton Conference on Communication, Control, and Computing
影响因子:
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通讯作者:
S. Shamai
S. Shamai
中科院分区:
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文献类型:
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作者:
Alex Dytso;R. Bustin;H. Poor;S. Shamai

文献摘要

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论文建立了熵幂不等式(EPI)的I-MMSE证明中的等式条件。这是通过建立 EPI 两侧之间赤字的精确表达式来完成的。有趣的是,通过与著名的柯西函数方程建立联系,建立了等式的必要条件。
The paper establishes the equality condition in the I-MMSE proof of the entropy power inequality (EPI). This is done by establishing an exact expression for the deficit between the two sides of the EPI. Interestingly, a necessary condition for the equality is established by making a connection to the famous Cauchy functional equation.