Title :
Polar codes for broadcast channels
Author :
Goela, Naveen ; Abbe, Emmanuel ; Gastpar, Michael
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, Berkeley, CA, USA
Abstract :
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 Arıkan´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.
Keywords :
broadcast channels; computational complexity; encoding; probability; Marton construction; O(2(-nβ)); capacity-optimal rates; channel-input distributions; cover superposition strategy; decoding complexity; deterministic broadcast channels; encoding complexity; information-theoretic broadcast strategies; noisy two-user broadcast channels; original matrix kernel; polar code constructions; probability; Complexity theory; Decoding; Encoding; Joints; Noise measurement; Receivers; Cover´s superposition codes; Deterministic broadcast channel; Marton´s construction; Polar codes;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620402