Multilevel Channel Polarization for Arbitrary Discrete Memoryless Channels

被引:25
作者
Sahebi, Aria G. [1 ]
Pradhan, S. Sandeep [1 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
Channel polarization; discrete memoryless channels; group codes; polar codes; GROUP CODES; CAPACITY;
D O I
10.1109/TIT.2013.2282611
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
It is shown that polar codes, with their original kernel, achieve the symmetric capacity of discrete memoryless channels with arbitrary input alphabet sizes. It is shown that in general, channel polarization happens in several, rather than only two levels so that the synthesized channels are either useless, perfect or "partially perfect." Any subset of the channel input alphabet which is closed under addition induces a coset partition of the alphabet through its shifts. For any such partition of the input alphabet, there exists a corresponding partially perfect channel whose outputs uniquely determine the coset to which the channel input belongs. By a slight modification of the encoding and decoding rules, it is shown that perfect transmission of certain information symbols over partially perfect channels is possible. Our result is general regarding both the cardinality and the algebraic structure of the channel input alphabet; i.e., we show that for any channel input alphabet size and any Abelian group structure on the alphabet, polar codes are optimal. Due to the modifications, we make to the encoding rule of polar codes, the constructed codes fall into a larger class of structured codes called nested group codes.
引用
收藏
页码:7839 / 7857
页数:19
相关论文
共 13 条
[1]  
Abbe E., 2010, POLAR CODES M USER M
[2]   GROUP CODES DO NOT ACHIEVE SHANNONS CHANNEL CAPACITY FOR GENERAL DISCRETE CHANNELS [J].
AHLSWEDE, R .
ANNALS OF MATHEMATICAL STATISTICS, 1971, 42 (01) :224-&
[3]  
[Anonymous], 1993, Probability
[4]  
Arikan E., 2009, IEEE INT S INF THEOR
[5]   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
[6]  
Bloch N. J., 1987, ABSTRACT ALGEBRA APP
[7]   The Capacity of Finite Abelian Group Codes Over Symmetric Memoryless Channels [J].
Como, Giacomo ;
Fagnani, Fabio .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (05) :2037-2054
[8]  
Mori R., 2010, IEEE INT S INF THEOR
[9]  
Park W., 2012, POLAR CODES Q ARY CH
[10]  
Sahebi Aria G., 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton), P1718