Title :
Bounded Expected Delay in Arithmetic Coding
Author :
Shayevitz, Ofer ; Zamir, Ram ; Feder, Meir
Author_Institution :
Dept. of EE-Systems, Tel Aviv Univ.
Abstract :
We address the problem of delay in an arithmetic coding system. Due to the nature of the arithmetic coding process, source sequences causing arbitrarily large encoding or decoding delays exist. This phenomena raises the question of just how large is the expected input to output delay in these systems, i.e., once a source sequence has been encoded, what is the expected number of source letters that should be further encoded to allow full decoding of that sequence. In this paper, we derive several new upper bounds on the expected delay for a memoryless source, which improve upon a known bound due to Gallager. The bounds provided are uniform in the sense of being independent of the sequence´s history. In addition, we give a sufficient condition for a source to admit a bounded expected delay, which holds for a stationary ergodic Markov source of any order
Keywords :
Markov processes; arithmetic codes; decoding; source coding; arithmetic coding system; bounded expected delay; decoding delays; source sequences; stationary ergodic Markov source; Arithmetic; Concatenated codes; Costs; Decoding; Delay systems; Entropy; History; Sufficient conditions; Upper bound;
Conference_Titel :
Information Theory, 2006 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
1-4244-0505-X
Electronic_ISBN :
1-4244-0504-1
DOI :
10.1109/ISIT.2006.262136