TY - GEN
T1 - Polar codes for broadcast channels
AU - Goela, Naveen
AU - Abbe, Emmanuel
AU - Gastpar, Michael
PY - 2013
Y1 - 2013
N2 - Building on polar code constructions proposed by the authors for deterministic broadcast channels, two theorems are introduced in the present paper for noisy two-user broadcast channels. The theorems establish polar code constructions for two important information-theoretic broadcast strategies: (1) Cover's superposition strategy; (2) Marton's construction. One aspect of the polar code constructions is the alignment of polarization indices via constraints placed on the auxiliary and channel-input distributions. The codes achieve capacity-optimal rates for several classes of broadcast channels (e.g., binary-input stochastically degraded channels). Applying Arkan's original matrix kernel for polarization, it is shown that the average probability of error in decoding two private messages at the broadcast receivers decays as O(2 -nβ) where 0 < β < 1/2 and n is the code length. The encoding and decoding complexities remain O(n log n). The error analysis is made possible by defining new polar code ensembles for broadcast channels.
AB - Building on polar code constructions proposed by the authors for deterministic broadcast channels, two theorems are introduced in the present paper for noisy two-user broadcast channels. The theorems establish polar code constructions for two important information-theoretic broadcast strategies: (1) Cover's superposition strategy; (2) Marton's construction. One aspect of the polar code constructions is the alignment of polarization indices via constraints placed on the auxiliary and channel-input distributions. The codes achieve capacity-optimal rates for several classes of broadcast channels (e.g., binary-input stochastically degraded channels). Applying Arkan's original matrix kernel for polarization, it is shown that the average probability of error in decoding two private messages at the broadcast receivers decays as O(2 -nβ) where 0 < β < 1/2 and n is the code length. The encoding and decoding complexities remain O(n log n). The error analysis is made possible by defining new polar code ensembles for broadcast channels.
KW - Cover's superposition codes
KW - Deterministic broadcast channel
KW - Marton's construction
KW - Polar codes
UR - http://www.scopus.com/inward/record.url?scp=84890324319&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84890324319&partnerID=8YFLogxK
U2 - 10.1109/ISIT.2013.6620402
DO - 10.1109/ISIT.2013.6620402
M3 - Conference contribution
AN - SCOPUS:84890324319
SN - 9781479904464
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 1127
EP - 1131
BT - 2013 IEEE International Symposium on Information Theory, ISIT 2013
T2 - 2013 IEEE International Symposium on Information Theory, ISIT 2013
Y2 - 7 July 2013 through 12 July 2013
ER -