DocumentCode :
1476198
Title :
Channel Coding Rate in the Finite Blocklength Regime
Author :
Polyanskiy, Yury ; Poor, H. Vincent ; Verdú, Sergio
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., Princeton, NJ, USA
Volume :
56
Issue :
5
fYear :
2010
fDate :
5/1/2010 12:00:00 AM
Firstpage :
2307
Lastpage :
2359
Abstract :
This paper investigates the maximal channel coding rate achievable at a given blocklength and error probability. For general classes of channels new achievability and converse bounds are given, which are tighter than existing bounds for wide ranges of parameters of interest, and lead to tight approximations of the maximal achievable rate for blocklengths n as short as 100. It is also shown analytically that the maximal rate achievable with error probability ¿ isclosely approximated by C - ¿(V/n) Q-1(¿) where C is the capacity, V is a characteristic of the channel referred to as channel dispersion , and Q is the complementary Gaussian cumulative distribution function.
Keywords :
channel coding; error statistics; channel dispersion; complementary Gaussian cumulative distribution function; error probability; finite blocklength regime; maximal channel coding rate; AWGN; Acoustic noise; Capacity planning; Channel capacity; Channel coding; Codes; Distribution functions; Error probability; Helium; Upper bound; Achievability; Shannon theory; channel capacity; coding for noisy channels; converse; finite blocklength regime;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2010.2043769
Filename :
5452208
Link To Document :
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