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An Information-Spectrum Approach to Classical and Quantum Hypothesis Testing for Simple Hypotheses.

Authors :
Nagaoka, Hiroshi
Hayashi, Masahito
Source :
IEEE Transactions on Information Theory. Feb2007, Vol. 53 Issue 2, p534-549. 16p. 1 Graph.
Publication Year :
2007

Abstract

The information-spectrum analysis made by Han for classical hypothesis testing for simple hypotheses is extended to a unifying framework including both classical and quantum hypothesis testing. The results are also applied to fixed-length source coding when loosening the normalizing condition for probability distributions and for quantum states. We establish general formulas for several quantities relating to the asymptotic optimality of tests/codes in terms of classical and quantum information spectra. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189448
Volume :
53
Issue :
2
Database :
Academic Search Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
24051900
Full Text :
https://doi.org/10.1109/TIT.2006.889463