Title :
High Performance Non-Binary Quasi-Cyclic LDPC Codes on Euclidean Geometries LDPC Codes on Euclidean Geometries
Author :
Zhou, Bo ; Kang, Jingyu ; Tai, Ying Yu ; Lin, Shu ; Ding, Zhi
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California at Davis, Davis, CA
fDate :
5/1/2009 12:00:00 AM
Abstract :
This paper presents algebraic methods for constructing high performance and efficiently encodable non-binary quasi-cyclic LDPC codes based on flats of finite Euclidean geometries and array masking. Codes constructed based on these methods perform very well over the AWGN channel. With iterative decoding using a fast Fourier transform based sum-product algorithm, they achieve significantly large coding gains over Reed-Solomon codes of the same lengths and rates decoded with either algebraic hard-decision Berlekamp-Massey algorithm or algebraic soft-decision Kotter-Vardy algorithm. Due to their quasi-cyclic structure, these non-binary LDPC codes on Euclidean geometries can be encoded using simple shift-registers with linear complexity. Structured non-binary LDPC codes have a great potential to replace Reed-Solomon codes for some applications in either communication or storage systems for combating mixed types of noise and interferences.
Keywords :
AWGN channels; Reed-Solomon codes; algebraic geometric codes; channel coding; cyclic codes; fast Fourier transforms; iterative decoding; parity check codes; AWGN channel; Reed-Solomon codes; algebraic method; algebraic soft-decision Kotter-Vardy algorithm; array masking; encodable nonbinary quasicyclic LDPC code; fast Fourier transform; finite Euclidean geometries; hard-decision Berlekamp-Massey algorithm; iterative decoding; linear complexity; sum-product algorithm; AWGN channels; Additive white noise; Fast Fourier transforms; Gaussian noise; Geometry; Iterative algorithms; Iterative decoding; Parity check codes; Reed-Solomon codes; Sum product algorithm; Non-binary, quasi-cyclic, LDPC codes, Euclidean geometries, flats, dispersion, array masking;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2009.05.070240