Title :
Design of regular (2,d/sub c/)-LDPC codes over GF(q) using their binary images
Author :
Poulliat, Charly ; Fossorier, Marc ; Declercq, David
Author_Institution :
ENSEA/UCP/CNRS, Cergy-Pontoise
fDate :
10/1/2008 12:00:00 AM
Abstract :
In this paper, a method to design regular (2, dc)- LDPC codes over GF(q) with both good waterfall and error floor properties is presented, based on the algebraic properties of their binary image. First, the algebraic properties of rows of the parity check matrix H associated with a code are characterized and optimized to improve the waterfall. Then the algebraic properties of cycles and stopping sets associated with the underlying Tanner graph are studied and linked to the global binary minimum distance of the code. Finally, simulations are presented to illustrate the excellent performance of the designed codes.
Keywords :
binary codes; channel coding; graph theory; image coding; parity check codes; Tanner graph; binary images; parity check matrix; regular (2,dc)-LDPC codes; Belief propagation; Binary codes; Design methodology; Error correction codes; Hamming weight; Image coding; Iterative algorithms; Iterative decoding; Optimization methods; Parity check codes; Channel coding; binary image; error correction coding; iterative decoding; non-binary LDPC codes;
Journal_Title :
Communications, IEEE Transactions on
Conference_Location :
10/1/2008 12:00:00 AM
DOI :
10.1109/TCOMM.2008.060527