Title :
On the relationship between process and pattern entropy rate
Author :
Gemelos, George M. ; Weissman, Tsachy
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA
Abstract :
The recent study of pattern sequences and their compressibility properties has led to interest in the entropy rate of pattern sequences of stochastic processes, and its relationship to the entropy rate of the original process. In this work we give a complete characterization of this relationship for general discrete Markov processes as well as for a broad family of Markov and additive noise processes over a continuous alphabet
Keywords :
Markov processes; entropy; random noise; sequences; additive noise processes; discrete Markov processes; pattern entropy rate; pattern sequences; stochastic processes; Additive noise; Entropy; Machinery; Markov processes; Random processes; Stochastic processes;
Conference_Titel :
Information Theory, 2005. ISIT 2005. Proceedings. International Symposium on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-9151-9
DOI :
10.1109/ISIT.2005.1523739
