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TIT
2008

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Mutual Information and Conditional Mean Estimation in Poisson Channels

13 years 4 months ago

Mutual Information and Conditional Mean Estimation in Poisson Channels

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Abstract--Following the discovery of a fundamental connection between information measures and estimation measures in Gaussian channels, this paper explores the counterpart of those results in Poisson channels. In the continuous-time setting, the received signal is a doubly stochastic Poisson point process whose rate is equal to the input signal plus a dark current. It is found that, regardless of the statistics of the input, the derivative of the input

Dongning Guo, Shlomo Shamai, Sergio Verdú

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Added	15 Dec 2010
Updated	15 Dec 2010
Type	Journal
Year	2008
Where	TIT
Authors	Dongning Guo, Shlomo Shamai, Sergio Verdú

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