Polar Codes for Broadcast Channels

被引:52
作者
Goela, Naveen [1 ,2 ]
Abbe, Emmanuel [3 ]
Gastpar, Michael [1 ,2 ]
机构
[1] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
[2] Ecole Polytech Fed Lausanne, Sch Comp & Commun Sci, CH-1015 Lausanne, Switzerland
[3] Princeton Univ, Sch Engn & Appl Sci, Princeton, NJ 08544 USA
基金
欧洲研究理事会; 美国国家科学基金会;
关键词
Polar codes; broadcast channel; superposition codes; random binning; Marton's region; MEMORYLESS CHANNELS; CODING THEOREM; CAPACITY; POLARIZATION; WIRETAP;
D O I
10.1109/TIT.2014.2378172
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Polar codes are introduced for discrete memoryless broadcast channels. For m-user deterministic broadcast channels, polarization is applied to map uniformly random message bits from m-independent messages to one codeword while satisfying broadcast constraints. The polarization-based codes achieve rates on the boundary of the private-message capacity region. For two-user noisy broadcast channels, polar implementations are presented for two information-theoretic schemes: 1) Cover's superposition codes and 2) Marton's codes. Due to the structure of polarization, constraints on the auxiliary and channel-input distributions are identified to ensure proper alignment of polarization indices in the multiuser setting. The codes achieve rates on the capacity boundary of a few classes of broadcast channels (e.g., binary-input stochastically degraded). The complexity of encoding and decoding is O(n log n), where n is the block length. In addition, polar code sequences obtain a stretched-exponential decay of O(2(-n beta)) of the average block error probability where 0 < beta < 1/2. Reproducible experiments for finite block lengths n = 512, 1024, 2048 corroborate the theory.
引用
收藏
页码:758 / 782
页数:25
相关论文
共 42 条
[1]  
Abbe E., 2011, P INF THEOR APPL WOR, P1
[2]   Polar Codes for the m-User Multiple Access Channel [J].
Abbe, Emmanuel ;
Telatar, Emre .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (08) :5437-5448
[3]   Nested Polar Codes for Wiretap and Relay Channels [J].
Andersson, Mattias ;
Rathi, Vishwambhar ;
Thobaben, Ragnar ;
Kliewer, Jorg ;
Skoglund, Mikael .
IEEE COMMUNICATIONS LETTERS, 2010, 14 (08) :752-754
[4]  
Arikan E, 2012, IEEE INT SYMP INFO, P566, DOI 10.1109/ISIT.2012.6284254
[5]   Source Polarization [J].
Arikan, Erdal .
2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, :899-903
[6]   On the rate of channel polarization [J].
Arikan, Erdal ;
Telatar, Emre .
2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 2009, :1493-+
[7]   Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels [J].
Arikan, Erdal .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (07) :3051-3073
[8]   Index Coding With Side Information [J].
Bar-Yossef, Ziv ;
Birk, Yitzhak ;
Jayram, T. S. ;
Kol, Tomer .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (03) :1479-1494
[9]   RANDOM CODING THEOREM FOR BROADCAST CHANNELS WITH DEGRADED COMPONENTS [J].
BERGMANS, PP .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1973, 19 (02) :197-207
[10]   Polar Codes for Cooperative Relaying [J].
Blasco-Serrano, Ricardo ;
Thobaben, Ragnar ;
Andersson, Mattias ;
Rathi, Vishwambhar ;
Skoglund, Mikael .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2012, 60 (11) :3263-3273