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