Title :
Smooth R??nyi Entropy of Ergodic Quantum Information Sources
Author :
Schoenmakers, B. ; Tjoelker, J. ; Tuyls, P. ; Verbitskiy, E.
Author_Institution :
Dept. of Math. & Comput. Sci., Tech. Univ. Eindhoven, Eindhoven
Abstract :
We investigate the recently introduced notion of smooth Renyi entropy for the case of ergodic information sources, thereby generalizing previous work which concentrated mainly on i.i.d. information sources. We will actually consider ergodic quantum information sources, of which ergodic classical information sources are a special case. We prove that the average smooth Renyi entropy rate will approach the entropy rate of a stationary, ergodic source, which is equal to the Shannon entropy rate for a classical source and the von Neumann entropy rate for a quantum source.
Keywords :
entropy; Shannon entropy; ergodic quantum information sources; smooth Renyi entropy; von Neumann entropy; Computer science; Cryptography; Data compression; Digital signal processing; Entropy; Hilbert space; Information security; Mathematics; Probability distribution; Quantum computing;
Conference_Titel :
Information Theory, 2007. ISIT 2007. IEEE International Symposium on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-1397-3
DOI :
10.1109/ISIT.2007.4557235