DocumentCode :
3505174
Title :
Queueing delay - error probability tradeoff for point-to-point channels with fixed length block codes
Author :
Sukumaran, Vineeth Bala ; Mukherji, Utpal
Author_Institution :
Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India
fYear :
2011
fDate :
July 31 2011-Aug. 5 2011
Firstpage :
1811
Lastpage :
1815
Abstract :
We study the tradeoff between the average error probability and the average queueing delay of messages which randomly arrive to the transmitter of a point-to-point discrete memoryless channel that uses variable rate fixed codeword length random coding. Bounds to the exponential decay rate of the average error probability with average queueing delay in the regime of large average delay are obtained. Upper and lower bounds to the optimal average delay for a given average error probability constraint are presented. We then formulate a constrained Markov decision problem for characterizing the rate of transmission as a function of queue size given an average error probability constraint. Using a Lagrange multiplier the constrained Markov decision problem is then converted to a problem of minimizing the average cost for a Markov decision problem. A simple heuristic policy is proposed which approximately achieves the optimal average cost.
Keywords :
Markov processes; block codes; error statistics; memoryless systems; queueing theory; transmitters; Lagrange multiplier; Markov decision problem; error probability; fixed codeword length random coding; fixed length block codes; point-to-point discrete memoryless channel; queueing delay; transmitter; Approximation methods; Delay; Error probability; Information theory; Markov processes; Transmitters; Upper bound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location :
St. Petersburg
ISSN :
2157-8095
Print_ISBN :
978-1-4577-0596-0
Electronic_ISBN :
2157-8095
Type :
conf
DOI :
10.1109/ISIT.2011.6033862
Filename :
6033862
Link To Document :
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