DocumentCode :
2267114
Title :
Weakly universal LZ-extended codes for sources with countable alphabet
Author :
Bansal, R.K. ; Sau, Jay Deep
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur
fYear :
2005
fDate :
4-9 Sept. 2005
Firstpage :
491
Lastpage :
494
Abstract :
We consider the problem of designing weakly universal codes for stationary and ergodic processes with countable alphabet and present a set of algorithms. First two algorithms use a combination of an integer coding algorithm and Lempel-Ziv algorithms (incremental parsing based algorithm and one based on recurrence times). Third algorithm converts the source into a finite alphabet process in step one through an integer coding algorithm and then uses LZ-78 in second step. Asymptotic optimality of all three is proved in full generality. We make use of Shannon-McMillan-Breiman theorem for countable alphabet and its extension for asymptotically mean stationary processes
Keywords :
codes; set theory; Lempel-Ziv algorithms; Shannon-McMillan-Breiman theorem; asymptotic optimality; asymptotically mean stationary processes; countable alphabet; ergodic processes; finite alphabet process; incremental parsing based algorithm; integer coding algorithm; weakly universal codes; Algorithm design and analysis; Entropy; Length measurement; Physics; Random variables; Sections;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory, 2005. ISIT 2005. Proceedings. International Symposium on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-9151-9
Type :
conf
DOI :
10.1109/ISIT.2005.1523383
Filename :
1523383
Link To Document :
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