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