DocumentCode :
638665
Title :
Serial FFT-BP LDPC decoding based on unsymmetrical message transmission
Author :
Chen Xin ; Li Shenyang
Author_Institution :
China Acad. of Space Technol., Space Star Technol. Co., Ltd., Beijing, China
fYear :
2013
fDate :
27-29 April 2013
Firstpage :
487
Lastpage :
491
Abstract :
A low complexity serial Fast Fourier Transform Belief Propagation (FFT-BP) algorithm for decoding non-binary low-density parity-check (LDPC) codes use unsymmetrical message transmission scheme between bit nodes and check nodes is presented. Before each step of iteration, every symbol node´s reliability was evaluated based on high reliable check number and pseudo a posterior probability (APP). The variable nodes with high reliability will just send messages to its neighbour and avoid the messages from them. Compared to the previous traditional message transmission method, it can use the messages adaptively, and therefore provide better decoding quality and computation complexity reduction. Simulations show that the proposed method could improve performance and reduce complexity at the same time compared with the conventional FFT-BP decoding algorithm.
Keywords :
belief networks; computational complexity; decoding; fast Fourier transforms; parity check codes; FFT-BP decoding algorithm; bit nodes; check nodes; computation complexity reduction; decoding nonbinary low-density parity-check codes; decoding quality; low complexity serial fast Fourier transform belief propagation algorithm; message transmission method; pseudo a posterior probability; serial FFT-BP LDPC decoding; symbol node reliability; unsymmetrical message transmission; nonbinary low-density parity-check codes; serial fft-bp; unsymmetrical message transmission;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Information and Communications Technologies (IETICT 2013), IET International Conference on
Conference_Location :
Beijing
Electronic_ISBN :
978-1-84919-653-6
Type :
conf
DOI :
10.1049/cp.2013.0090
Filename :
6617533
Link To Document :
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