DocumentCode :
916344
Title :
Bounds on the rate-distortion function for stationary sources with memory
Author :
Wyner, Aaron D. ; Ziv, Jacob
Volume :
17
Issue :
5
fYear :
1971
fDate :
9/1/1971 12:00:00 AM
Firstpage :
508
Lastpage :
513
Abstract :
In this paper, we study discrete-time stationary sources 
with memory. The rate 
of the source relative to a distortion measure is compared with 
, the rate of the memoryless source 
with the same marginal statistics as . We show that 
, where 
is a measure of the memory of the source. A number of interesting applications of these bounds are given.
with memory. The rate of the source relative to a distortion measure is compared with , the rate of the memoryless source with the same marginal statistics as . We show that , where is a measure of the memory of the source. A number of interesting applications of these bounds are given.Keywords :
Rate-distortion theory; Associate members; Communication channels; Distortion measurement; Jacobian matrices; Laboratories; Probability density function; Random variables; Rate-distortion; Statistics; Telephony;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1971.1054699
Filename :
1054699
Link To Document :
