DocumentCode
3115354
Title
System Identification with Analog and Counting Process Observations II: Mutual Information
Author
Solo, Victor
Author_Institution
Dept of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor. vsolo@umich.edu
fYear
2005
fDate
12-15 Dec. 2005
Firstpage
3237
Lastpage
3242
Abstract
We develop new formulae for the mutual information between jointly observed analog signals and point processes allowing also that there may be an underlying unobserved state. Our derivation method delivers existing results as special cases while throwing new light on them.
Keywords
Communication networks; Entropy; Information theory; Mutual information; Neuroscience; Random variables; Signal processing; State-space methods; Stochastic processes; System identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
Print_ISBN
0-7803-9567-0
Type
conf
DOI
10.1109/CDC.2005.1582660
Filename
1582660
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