TY - GEN
T1 - To code or not to code
T2 - 2012 IEEE Information Theory Workshop, ITW 2012
AU - Kostina, Victoria
AU - Verdú, Sergio
PY - 2012
Y1 - 2012
N2 - We revisit the dilemma of whether one should or should not code when operating under delay constraints. In those curious cases when the source and the channel are probabilistically matched so that symbol-by-symbol coding is optimal in terms of the average distortion achieved, we show that it also achieves the dispersion of joint source-channel coding. Moreover, even in the absence of such probabilistic matching between the source and the channel, symbol-by-symbol transmission, though asymptotically suboptimal, might outperform not only separate source-channel coding but also the best known random-coding joint source-channel coding achievability bound in the finite blocklength regime.
AB - We revisit the dilemma of whether one should or should not code when operating under delay constraints. In those curious cases when the source and the channel are probabilistically matched so that symbol-by-symbol coding is optimal in terms of the average distortion achieved, we show that it also achieves the dispersion of joint source-channel coding. Moreover, even in the absence of such probabilistic matching between the source and the channel, symbol-by-symbol transmission, though asymptotically suboptimal, might outperform not only separate source-channel coding but also the best known random-coding joint source-channel coding achievability bound in the finite blocklength regime.
KW - Achievability
KW - Shannon theory
KW - converse
KW - finite blocklength regime
KW - joint source-channel coding
KW - lossy source coding
KW - memoryless sources
KW - rate-distortion theory
UR - http://www.scopus.com/inward/record.url?scp=84873122257&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84873122257&partnerID=8YFLogxK
U2 - 10.1109/ITW.2012.6404746
DO - 10.1109/ITW.2012.6404746
M3 - Conference contribution
AN - SCOPUS:84873122257
SN - 9781467302234
T3 - 2012 IEEE Information Theory Workshop, ITW 2012
SP - 5
EP - 9
BT - 2012 IEEE Information Theory Workshop, ITW 2012
Y2 - 3 September 2012 through 7 September 2012
ER -