An Information-Spectrum Approach to Classical and Quantum Hypothesis Testing for Simple Hypotheses
Hiroshi Nagaoka, Masahito Hayashi · IEEE Transactions on Information Theory · 2007
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