Title :
Fast polarization construction on binary discrete memoryless channels
Author :
Huang, Dazu ; Xie, Jianquan ; Guo, Ying
Author_Institution :
Dept. of Inf. Manage., Hunan Univ. of Finance & Econ., Changsha, China
Abstract :
An fast channel polarization is proposed to construct code sequences as an idea splitting input channels to increase the cutoff rate. The proposed code sequences related to the recursive construction of Reed-Muller code (RM) on the basis of the matrix G(2n), can achieve the symmetric capacity of arbitrary binary-input discrete memoryless channels under a low complexity successive cancellation decoding strategy. Based on this polar code sequences, we characterize the exponent of any given square matrix O2 and derive upper and lower bounds on achievable exponents. The proposed polarization scheme can be decoded with a belief propagation (BP) decoder, which render the scheme analytically tractable and provide powerful low-complexity coding algorithm.
Keywords :
Reed-Muller codes; binary codes; channel coding; decoding; memoryless systems; Reed-Muller code; arbitrary binary-input discrete memoryless channels; belief propagation decoder; fast polarization construction; polar code sequences; successive cancellation decoding; symmetric capacity; Delta modulation; Encoding; Binary Discrete Memoryless Channels; fast channel polarization; polar code sequences; symmetric capacity;
Conference_Titel :
Progress in Informatics and Computing (PIC), 2010 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6788-4
DOI :
10.1109/PIC.2010.5687583