Title :
Performance analysis of polar codes with soft input successive cancellation
Author :
Hyungjin Kim ; Jaewook Shin ; Jaemin Ahn
Author_Institution :
Wireless Distrib. Access Res. Sect., Electron. & Telecommun. Res. Inst., Daejeon, South Korea
Abstract :
Polar codes were introduced recently as error correction codes to achieve asymmetric capacity in a binary-input discrete memory-less channel (B-DMC) using the channel polarization characteristics. In this paper, we propose the use of a soft input successive cancellation (SC) decoding algorithm for polar codes, and analyze the bit error rate (BER) performance of polar codes in an additive white Gaussian noise (AWGN) channel, which is widely used in analysis communication systems through numerical simulation. The soft input SC decoding algorithm showed a better performance than a hard decision SC decoding algorithm. To implement the soft input SC decoding algorithm in the future, more research on the number of bits is needed.
Keywords :
AWGN channels; channel capacity; channel coding; decoding; error correction codes; error statistics; numerical analysis; AWGN channel; B-DMC capacity; BER; additive white Gaussian noise channel; binary-input discrete memoryless channel capacity; bit error rate; channel polarization characteristics; error correction code; hard decision SC decoding algorithm; numerical simulation; polar code; soft input SC decoding algorithm; soft input successive cancellation; AWGN channels; Algorithm design and analysis; Binary phase shift keying; Bit error rate; Decoding; Encoding; Equations; Channel polarization; polar codes; successive cancellation decoding;
Conference_Titel :
Advanced Technologies for Communications (ATC), 2014 International Conference on
Print_ISBN :
978-1-4799-6955-5
DOI :
10.1109/ATC.2014.7043452