Strong Data Processing Inequalities for Input Constrained Additive Noise Channels

© 1963-2012 IEEE. This paper quantifies the intuitive observation that adding noise reduces available information by means of nonlinear strong data processing inequalities. Consider the random variables $W\to X\to Y$ forming a Markov chain, where $Y = X + Z$ with $X$ and $Z$ real valued, independent...

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Bibliographic Details
Main Authors: Calmon, Flavio du Pin (Author), Polyanskiy, Yury (Author), Wu, Yihong (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2021-11-01T18:42:18Z.
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